diff --git "a/openvino_model.xml" "b/openvino_model.xml"
--- "a/openvino_model.xml"
+++ "b/openvino_model.xml"
@@ -36,13 +36,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4" name="Constant_198321" type="Const" version="opset1">
+		<layer id="4" name="Constant_209526" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5" name="ShapeOf_198307" type="ShapeOf" version="opset3">
+		<layer id="5" name="ShapeOf_209512" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="I64">
@@ -56,7 +56,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6" name="Constant_198309" type="Const" version="opset1">
+		<layer id="6" name="Constant_209514" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -64,13 +64,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7" name="Constant_198311" type="Const" version="opset1">
+		<layer id="7" name="Constant_209516" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8" name="Gather_198312" type="Gather" version="opset8">
+		<layer id="8" name="Gather_209517" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -87,7 +87,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="9" name="Constant_198314" type="Const" version="opset1">
+		<layer id="9" name="Constant_209519" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -95,7 +95,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="10" name="Constant_198316" type="Const" version="opset1">
+		<layer id="10" name="Constant_209521" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -103,7 +103,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="11" name="Constant_198318" type="Const" version="opset1">
+		<layer id="11" name="Constant_209523" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -111,7 +111,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="12" name="Concat_198319" type="Concat" version="opset1">
+		<layer id="12" name="Concat_209524" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -133,7 +133,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="13" name="Broadcast_198322" type="Broadcast" version="opset3">
+		<layer id="13" name="Broadcast_209527" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -150,7 +150,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="14" name="ReadValue_192195" type="ReadValue" version="opset6">
+		<layer id="14" name="ReadValue_206053" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.9.valuepresent.9.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -169,13 +169,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="15" name="Constant_185745" type="Const" version="opset1">
+		<layer id="15" name="Constant_202256" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="16" name="Gather_185746" type="Gather" version="opset8">
+		<layer id="16" name="Gather_202257" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -198,7 +198,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="17" name="Constant_152072" type="Const" version="opset1">
+		<layer id="17" name="Constant_184089" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 5120" offset="28" size="20480" />
 			<output>
 				<port id="0" precision="FP32">
@@ -217,7 +217,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="19" name="Convert_205705" type="Convert" version="opset1">
+		<layer id="19" name="Convert_234820" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -241,7 +241,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="21" name="Convert_205708" type="Convert" version="opset1">
+		<layer id="21" name="Convert_234823" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -303,8 +303,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="25" name="self.model.embed_tokens.weight/fq_weights_0/convert" type="Convert" version="opset1">
+		<layer id="25" name="__module.model.embed_tokens/prim::PythonOp/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>32000</dim>
@@ -318,7 +321,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="26" name="__module.model.embed_tokens/aten::embedding/Convert" type="Convert" version="opset1">
+		<layer id="26" name="__module.model.embed_tokens/prim::PythonOp/Convert_1" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="I64">
@@ -333,13 +336,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="27" name="__module.model.embed_tokens/aten::embedding/Constant" type="Const" version="opset1">
+		<layer id="27" name="__module.model.embed_tokens/prim::PythonOp/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="28" name="__module.model.embed_tokens/aten::embedding/Gather" type="Gather" version="opset8">
+		<layer id="28" name="__module.model.embed_tokens/prim::PythonOp/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -353,14 +356,14 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="361,409,420,hidden_states.1,inputs_embeds">
+				<port id="3" precision="FP32" names="372,455,466,hidden_states.1,inputs_embeds">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="29" name="Constant_151980" type="Const" version="opset1">
+		<layer id="29" name="Constant_183998" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 5120" offset="163956508" size="20480" />
 			<output>
 				<port id="0" precision="FP32">
@@ -370,7 +373,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="30" name="Constant_151979" type="Const" version="opset1">
+		<layer id="30" name="Constant_183997" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -380,7 +383,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="31" name="Constant_151977" type="Const" version="opset1">
+		<layer id="31" name="Constant_183995" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -405,17 +408,17 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="410">
+				<port id="2" precision="FP32" names="456">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="33" name="Constant_340" type="Const" version="opset1">
+		<layer id="33" name="Constant_491" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
-				<port id="0" precision="I64" names="411">
+				<port id="0" precision="I64" names="457">
 					<dim>1</dim>
 				</port>
 			</output>
@@ -433,14 +436,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="412,variance.1">
+				<port id="2" precision="FP32" names="458,variance.1">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="35" name="Constant_151978" type="Const" version="opset1">
+		<layer id="35" name="Constant_183996" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -465,7 +468,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="413">
+				<port id="2" precision="FP32" names="459">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
@@ -503,7 +506,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="414">
+				<port id="2" precision="FP32" names="460">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
@@ -525,7 +528,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="415,416,hidden_states.3,hidden_states.5">
+				<port id="2" precision="FP32" names="461,462,hidden_states.3,hidden_states.5">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
@@ -547,7 +550,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="417,419,hidden_states.7">
+				<port id="2" precision="FP32" names="463,465,hidden_states.7">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
@@ -564,7 +567,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="42" name="Convert_205737" type="Convert" version="opset1">
+		<layer id="42" name="Convert_236059" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -591,7 +594,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="44" name="Convert_205739" type="Convert" version="opset1">
+		<layer id="44" name="Convert_236061" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -662,7 +665,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="48" name="Constant_205744" type="Const" version="opset1">
+		<layer id="48" name="Constant_236066" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -670,7 +673,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="49" name="Reshape_205745" type="Reshape" version="opset1">
+		<layer id="49" name="Reshape_236067" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -689,8 +692,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="50" name="self.model.layers.0.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="50" name="__module.model.layers.0.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -704,7 +710,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="51" name="__module.model.layers.0.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="51" name="__module.model.layers.0.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -718,14 +724,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="429,query_states.1">
+				<port id="2" precision="FP32" names="474,query_states.1">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="52" name="Constant_161030" type="Const" version="opset1">
+		<layer id="52" name="Constant_191594" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -746,7 +752,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="435">
+				<port id="2" precision="FP32" names="480">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -775,7 +781,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="436,q.1">
+				<port id="2" precision="FP32" names="481,q.1">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -783,31 +789,32 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="56" name="__module.model.layers.0.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
+		<layer id="56" name="__module.model.rotary_emb/aten::to/Convert" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 64, 1" offset="177596264" size="256" />
 			<output>
-				<port id="0" precision="FP32" names="447">
+				<port id="0" precision="FP32" names="427">
 					<dim>1</dim>
 					<dim>64</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="57" name="ShapeOf_157991" type="ShapeOf" version="opset3">
+		<layer id="57" name="__module.model.layers.0.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
+					<dim>5120</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="I64">
-					<dim>2</dim>
+					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="58" name="Constant_157992" type="Const" version="opset1">
+		<layer id="58" name="Constant_188717" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -815,17 +822,17 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="59" name="Constant_157993" type="Const" version="opset1">
+		<layer id="59" name="Constant_188718" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="60" name="Gather_157994" type="Gather" version="opset8">
+		<layer id="60" name="Gather_188719" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
-					<dim>2</dim>
+					<dim>3</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -833,12 +840,12 @@
 				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1043,1191,1339,1487,1635,1783,1931,2079,2227,2375,2523,2671,2819,2967,3115,3263,3411,3559,3707,3855,4003,4151,4299,4447,448,4595,4743,4891,5039,5187,5335,5483,5631,5779,5927,599,6075,6223,747,895">
+				<port id="3" precision="I64" names="398,428">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="61" name="Constant_122523" type="Const" version="opset1">
+		<layer id="61" name="Constant_172519" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -846,7 +853,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="62" name="Constant_122525" type="Const" version="opset1">
+		<layer id="62" name="Constant_172521" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -854,7 +861,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="63" name="__module.model.layers.0.self_attn.rotary_emb/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="63" name="__module.model.rotary_emb/prim::ListConstruct/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -868,12 +875,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1044,1192,1340,1488,1636,1784,1932,2080,2228,2376,2524,2672,2820,2968,3116,3264,3412,3560,3708,3856,4004,4152,4300,4448,449,4596,4744,4892,5040,5188,5336,5484,5632,5780,5928,600,6076,6224,748,896">
+				<port id="3" precision="I64" names="429">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="64" name="__module.model.layers.0.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="64" name="__module.model.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -886,20 +893,20 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="450,455,inv_freq_expanded.1,inv_freq_expanded.3">
+				<port id="2" precision="FP32" names="430,435,inv_freq_expanded,inv_freq_expanded.1">
 					<dim>-1</dim>
 					<dim>64</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="65" name="273" type="Const" version="opset1">
+		<layer id="65" name="285" type="Const" version="opset1">
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+				<port id="0" precision="I64" names="285" />
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 		</layer>
-		<layer id="66" name="__module.model.layers.0.self_attn.rotary_emb/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="66" name="__module.model.rotary_emb/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I64">
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@@ -908,14 +915,14 @@
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 		</layer>
-		<layer id="67" name="__module.model.layers.0.self_attn.rotary_emb/aten::to/Convert_2" type="Convert" version="opset1">
+		<layer id="67" name="__module.model.rotary_emb/aten::to/Convert_2" type="Convert" version="opset1">
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 			<input>
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@@ -925,14 +932,14 @@
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+				<port id="1" precision="FP32" names="434,436,position_ids_expanded,position_ids_expanded.1">
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 			</output>
 		</layer>
-		<layer id="68" name="__module.model.layers.0.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
+		<layer id="68" name="__module.model.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="false" />
 			<input>
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@@ -947,14 +954,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="437">
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 					<dim>64</dim>
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 		</layer>
-		<layer id="69" name="__module.model.layers.0.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="69" name="__module.model.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I32">
@@ -962,7 +969,7 @@
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 			</output>
 		</layer>
-		<layer id="70" name="__module.model.layers.0.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="70" name="__module.model.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -974,14 +981,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="438">
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 					<dim>64</dim>
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 			</output>
 		</layer>
-		<layer id="71" name="__module.model.layers.0.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="71" name="__module.model.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -996,14 +1003,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="460,emb.1">
+				<port id="2" precision="FP32" names="440,emb">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="72" name="__module.model.layers.0.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
+		<layer id="72" name="__module.model.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1012,7 +1019,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="461,463,466,cos.1,cos.3">
+				<port id="1" precision="FP32" names="441,443,445,448,cos.1,cos.3,cos.5">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
@@ -1029,7 +1036,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="468,cos.5">
+				<port id="2" precision="FP32" names="1101,1223,1345,1467,1589,1711,1833,1955,2077,2199,2321,2443,2565,2687,2809,2931,3053,3175,3297,3419,3541,3663,3785,3907,4029,4151,4273,4395,4517,4639,4761,488,4883,5005,5127,5249,613,735,857,979,cos,cos.11,cos.13,cos.15,cos.17,cos.19,cos.21,cos.23,cos.25,cos.27,cos.29,cos.31,cos.33,cos.35,cos.37,cos.39,cos.41,cos.43,cos.45,cos.47,cos.49,cos.51,cos.53,cos.55,cos.57,cos.59,cos.61,cos.63,cos.65,cos.67,cos.69,cos.7,cos.71,cos.73,cos.75,cos.77,cos.79,cos.81,cos.83,cos.9">
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 					<dim>1</dim>
 					<dim>-1</dim>
@@ -1054,7 +1061,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="490">
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 					<dim>40</dim>
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@@ -1062,23 +1069,7 @@
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 		</layer>
-		<layer id="75" name="Constant_130681" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="76" name="Constant_130680" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="77" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="75" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1094,19 +1085,19 @@
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 			</output>
 		</layer>
-		<layer id="78" name="266" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="177596572" size="8" />
+		<layer id="76" name="276" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="177596540" size="8" />
 			<output>
-				<port id="0" precision="I64" names="266" />
+				<port id="0" precision="I64" names="276" />
 			</output>
 		</layer>
-		<layer id="79" name="__module.model.layers.0.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="77" name="__module.model.layers.0.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="80" name="__module.model.layers.0.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="78" name="__module.model.layers.0.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -1116,16 +1107,16 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="471,476" />
+				<port id="3" precision="I64" names="491,496" />
 			</output>
 		</layer>
-		<layer id="81" name="Constant_53" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="177596580" size="8" />
+		<layer id="79" name="Constant_53" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="177596548" size="8" />
 			<output>
-				<port id="0" precision="I64" names="261" />
+				<port id="0" precision="I64" names="271" />
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 		</layer>
-		<layer id="82" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="80" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -1135,23 +1126,23 @@
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 			</output>
 		</layer>
-		<layer id="83" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="81" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="473,474,478,479" />
+				<port id="1" precision="I64" names="493,494,498,499" />
 			</output>
 		</layer>
-		<layer id="84" name="Constant_157821" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="82" name="Constant_139095" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="85" name="__module.model.layers.0.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="83" name="__module.model.layers.0.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -1165,53 +1156,31 @@
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 			</output>
 		</layer>
-		<layer id="86" name="Constant_130679" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="84" name="__module.model.layers.0.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="87" name="ScatterUpdate_130682" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="88" name="Constant_130685" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="85" name="__module.model.layers.0.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="89" name="Constant_130688" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="86" name="__module.model.layers.0.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="90" name="__module.model.layers.0.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="87" name="__module.model.layers.0.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1220,17 +1189,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="480,x2.1">
+				<port id="5" precision="FP32" names="500,x2.1">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -1238,8 +1210,8 @@
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 		</layer>
-		<layer id="91" name="Constant_151981" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="88" name="Constant_183999" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -1249,7 +1221,7 @@
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 			</output>
 		</layer>
-		<layer id="92" name="__module.model.layers.0.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="89" name="__module.model.layers.0.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1266,7 +1238,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="481">
+				<port id="2" precision="FP32" names="501">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -1274,24 +1246,31 @@
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 		</layer>
-		<layer id="93" name="Constant_130733" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="90" name="__module.model.layers.0.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="94" name="Constant_130738" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="91" name="__module.model.layers.0.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="92" name="__module.model.layers.0.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="95" name="__module.model.layers.0.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="93" name="__module.model.layers.0.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
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@@ -1300,17 +1279,20 @@
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -1318,7 +1300,7 @@
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-		<layer id="96" name="__module.model.layers.0.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="94" name="__module.model.layers.0.self_attn/aten::cat/Concat" type="Concat" version="opset1">
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 			<input>
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@@ -1335,7 +1317,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="503">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -1343,7 +1325,7 @@
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 		</layer>
-		<layer id="97" name="__module.model.layers.0.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
+		<layer id="95" name="__module.model.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1352,14 +1334,14 @@
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 			<output>
-				<port id="1" precision="FP32" names="462,464,467,sin.1,sin.3">
+				<port id="1" precision="FP32" names="442,444,446,449,sin.1,sin.3,sin.5">
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 					<dim>-1</dim>
 					<dim>128</dim>
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-		<layer id="98" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="96" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1369,7 +1351,7 @@
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 			<output>
-				<port id="2" precision="FP32" names="469,sin.5">
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 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -1377,7 +1359,7 @@
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 			</output>
 		</layer>
-		<layer id="99" name="__module.model.layers.0.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="97" name="__module.model.layers.0.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1394,7 +1376,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="504">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -1402,7 +1384,7 @@
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 			</output>
 		</layer>
-		<layer id="100" name="__module.model.layers.0.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="98" name="__module.model.layers.0.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1419,7 +1401,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="485">
+				<port id="2" precision="FP32" names="505">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -1427,13 +1409,13 @@
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 			</output>
 		</layer>
-		<layer id="101" name="Constant_198334" type="Const" version="opset1">
+		<layer id="99" name="Constant_209539" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="102" name="Constant_198327" type="Const" version="opset1">
+		<layer id="100" name="Constant_209532" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -1441,7 +1423,7 @@
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 			</output>
 		</layer>
-		<layer id="103" name="Constant_198329" type="Const" version="opset1">
+		<layer id="101" name="Constant_209534" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -1449,7 +1431,7 @@
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 			</output>
 		</layer>
-		<layer id="104" name="Constant_198331" type="Const" version="opset1">
+		<layer id="102" name="Constant_209536" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -1457,7 +1439,7 @@
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 			</output>
 		</layer>
-		<layer id="105" name="Concat_198332" type="Concat" version="opset1">
+		<layer id="103" name="Concat_209537" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -1479,7 +1461,7 @@
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 			</output>
 		</layer>
-		<layer id="106" name="Broadcast_198335" type="Broadcast" version="opset3">
+		<layer id="104" name="Broadcast_209540" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -1496,7 +1478,7 @@
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 			</output>
 		</layer>
-		<layer id="107" name="ReadValue_192037" type="ReadValue" version="opset6">
+		<layer id="105" name="ReadValue_205895" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.0.keypresent.0.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1515,13 +1497,13 @@
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 			</output>
 		</layer>
-		<layer id="108" name="Constant_185688" type="Const" version="opset1">
+		<layer id="106" name="Constant_202199" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="109" name="Gather_185689" type="Gather" version="opset8">
+		<layer id="107" name="Gather_202200" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1544,8 +1526,8 @@
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 			</output>
 		</layer>
-		<layer id="110" name="self.model.layers.0.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="177596656" size="13107200" />
+		<layer id="108" name="self.model.layers.0.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="177596568" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -1554,7 +1536,7 @@
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 			</output>
 		</layer>
-		<layer id="111" name="Convert_205715" type="Convert" version="opset1">
+		<layer id="109" name="Convert_236049" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -1571,8 +1553,8 @@
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 			</output>
 		</layer>
-		<layer id="112" name="self.model.layers.0.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="190703856" size="102400" />
+		<layer id="110" name="self.model.layers.0.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="190703768" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -1581,7 +1563,7 @@
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 			</output>
 		</layer>
-		<layer id="113" name="Convert_205717" type="Convert" version="opset1">
+		<layer id="111" name="Convert_236051" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -1598,7 +1580,7 @@
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 			</output>
 		</layer>
-		<layer id="114" name="self.model.layers.0.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="112" name="self.model.layers.0.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -1620,8 +1602,8 @@
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 			</output>
 		</layer>
-		<layer id="115" name="self.model.layers.0.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="190806256" size="409600" />
+		<layer id="113" name="self.model.layers.0.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="190806168" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -1630,7 +1612,7 @@
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 		</layer>
-		<layer id="116" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="114" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -1652,7 +1634,7 @@
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 			</output>
 		</layer>
-		<layer id="117" name="Constant_205722" type="Const" version="opset1">
+		<layer id="115" name="Constant_236056" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -1660,7 +1642,7 @@
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 			</output>
 		</layer>
-		<layer id="118" name="Reshape_205723" type="Reshape" version="opset1">
+		<layer id="116" name="Reshape_236057" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -1679,8 +1661,11 @@
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 			</output>
 		</layer>
-		<layer id="119" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="117" name="__module.model.layers.0.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -1694,7 +1679,7 @@
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 		</layer>
-		<layer id="120" name="__module.model.layers.0.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="118" name="__module.model.layers.0.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1708,14 +1693,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="476,key_states.3">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="121" name="Constant_161031" type="Const" version="opset1">
+		<layer id="119" name="Constant_191595" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -1723,7 +1708,7 @@
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-		<layer id="122" name="__module.model.layers.0.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="120" name="__module.model.layers.0.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1736,7 +1721,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="483">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -1744,7 +1729,7 @@
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-		<layer id="123" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="121" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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 				<port id="0" precision="I32">
@@ -1752,7 +1737,7 @@
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 		</layer>
-		<layer id="124" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="122" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1765,7 +1750,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="439,k.1">
+				<port id="2" precision="FP32" names="484,k.1">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -1773,7 +1758,7 @@
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-		<layer id="125" name="__module.model.layers.0.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="123" name="__module.model.layers.0.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1790,7 +1775,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="506">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -1798,23 +1783,7 @@
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-		<layer id="127" name="Constant_130780" type="Const" version="opset1">
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+		<layer id="124" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1830,13 +1799,13 @@
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-		<layer id="129" name="__module.model.layers.0.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="125" name="__module.model.layers.0.self_attn/aten::size/Constant_5" type="Const" version="opset1">
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 			<output>
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+		<layer id="126" name="__module.model.layers.0.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -1846,10 +1815,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="507,512" />
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+		<layer id="127" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -1859,23 +1828,23 @@
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-		<layer id="132" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="128" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
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 			<output>
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+		<layer id="129" name="Constant_139096" type="Const" version="opset1">
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@@ -1889,53 +1858,31 @@
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 			</output>
 		</layer>
-		<layer id="135" name="Constant_130779" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="131" name="__module.model.layers.0.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
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-					<dim>1</dim>
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-		</layer>
-		<layer id="136" name="ScatterUpdate_130782" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="137" name="Constant_130785" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="132" name="__module.model.layers.0.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="138" name="Constant_130788" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="133" name="__module.model.layers.0.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="139" name="__module.model.layers.0.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="134" name="__module.model.layers.0.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1944,17 +1891,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="496,x2.3">
+				<port id="5" precision="FP32" names="516,x2.3">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -1962,8 +1912,8 @@
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 			</output>
 		</layer>
-		<layer id="140" name="Constant_151982" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="135" name="Constant_184000" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -1973,7 +1923,7 @@
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 			</output>
 		</layer>
-		<layer id="141" name="__module.model.layers.0.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="136" name="__module.model.layers.0.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1990,7 +1940,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="497">
+				<port id="2" precision="FP32" names="517">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -1998,24 +1948,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="142" name="Constant_130833" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="137" name="__module.model.layers.0.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="143" name="Constant_130838" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="138" name="__module.model.layers.0.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="139" name="__module.model.layers.0.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="144" name="__module.model.layers.0.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="140" name="__module.model.layers.0.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -2024,17 +1981,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="491">
+				<port id="5" precision="FP32" names="511">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -2042,7 +2002,7 @@
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 			</output>
 		</layer>
-		<layer id="145" name="__module.model.layers.0.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="141" name="__module.model.layers.0.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2059,7 +2019,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="499">
+				<port id="2" precision="FP32" names="519">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -2067,7 +2027,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="146" name="__module.model.layers.0.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="142" name="__module.model.layers.0.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2084,7 +2044,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="500">
+				<port id="2" precision="FP32" names="520">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -2092,7 +2052,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="147" name="__module.model.layers.0.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="143" name="__module.model.layers.0.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2109,7 +2069,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="501,key_states.5">
+				<port id="2" precision="FP32" names="521,key_states.5">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -2117,7 +2077,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="148" name="__module.model.layers.0.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="144" name="__module.model.layers.0.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2142,13 +2102,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="149" name="Constant_198360" type="Const" version="opset1">
+		<layer id="145" name="Constant_209552" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="150" name="Constant_198353" type="Const" version="opset1">
+		<layer id="146" name="Constant_209545" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -2156,7 +2116,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="151" name="Constant_198355" type="Const" version="opset1">
+		<layer id="147" name="Constant_209547" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -2164,7 +2124,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="152" name="Constant_198357" type="Const" version="opset1">
+		<layer id="148" name="Constant_209549" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -2172,7 +2132,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="153" name="Concat_198358" type="Concat" version="opset1">
+		<layer id="149" name="Concat_209550" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2194,7 +2154,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="154" name="Broadcast_198361" type="Broadcast" version="opset3">
+		<layer id="150" name="Broadcast_209553" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -2211,7 +2171,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="155" name="ReadValue_192039" type="ReadValue" version="opset6">
+		<layer id="151" name="ReadValue_205897" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.0.valuepresent.0.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2230,13 +2190,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="156" name="Constant_185691" type="Const" version="opset1">
+		<layer id="152" name="Constant_202202" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="157" name="Gather_185692" type="Gather" version="opset8">
+		<layer id="153" name="Gather_202203" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2259,94 +2219,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="158" name="self.model.layers.0.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="191215856" size="26214400" />
+		<layer id="154" name="self.model.layers.0.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="191215768" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="159" name="Convert_205727" type="Convert" version="opset1">
+		<layer id="155" name="Convert_236039" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="160" name="self.model.layers.0.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="217430256" size="5120" />
+		<layer id="156" name="self.model.layers.0.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="204322968" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="161" name="Convert_205730" type="Convert" version="opset1">
+		<layer id="157" name="Convert_236041" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="162" name="self.model.layers.0.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="158" name="self.model.layers.0.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="163" name="self.model.layers.0.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="217435376" size="10240" />
+		<layer id="159" name="self.model.layers.0.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="204425368" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="164" name="self.model.layers.0.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="160" name="self.model.layers.0.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="161" name="Constant_236046" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="162" name="Reshape_236047" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -2354,8 +2354,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="165" name="self.model.layers.0.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="163" name="__module.model.layers.0.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -2369,7 +2372,7 @@
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 			</output>
 		</layer>
-		<layer id="166" name="__module.model.layers.0.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="164" name="__module.model.layers.0.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2383,14 +2386,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="433,value_states.1">
+				<port id="2" precision="FP32" names="478,value_states.1">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="167" name="Constant_161032" type="Const" version="opset1">
+		<layer id="165" name="Constant_191596" type="Const" version="opset1">
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@@ -2398,7 +2401,7 @@
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 		</layer>
-		<layer id="168" name="__module.model.layers.0.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="166" name="__module.model.layers.0.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2411,7 +2414,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="486">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -2419,7 +2422,7 @@
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 		</layer>
-		<layer id="169" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="167" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -2427,7 +2430,7 @@
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 			</output>
 		</layer>
-		<layer id="170" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="168" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -2440,7 +2443,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="442">
+				<port id="2" precision="FP32" names="487">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -2448,7 +2451,7 @@
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 			</output>
 		</layer>
-		<layer id="171" name="__module.model.layers.0.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="169" name="__module.model.layers.0.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2473,66 +2476,52 @@
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 			</output>
 		</layer>
-		<layer id="172" name="__module.model/aten::triu/Constant" type="Const" version="opset1">
+		<layer id="170" name="__module.model/aten::triu/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="173" name="Multiply_145856" type="Const" version="opset1">
-			<data element_type="f32" shape="" offset="217445616" size="4" />
+		<layer id="171" name="Multiply_180527" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="204834968" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="174" name="Constant_145861" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445620" size="16" />
+		<layer id="172" name="Constant_180532" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204834972" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
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-				<port id="0" precision="I64">
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-					<dim>-1</dim>
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-			<output>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="176" name="Constant_157997" type="Const" version="opset1">
+		<layer id="173" name="Constant_188722" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="177" name="Constant_157998" type="Const" version="opset1">
+		<layer id="174" name="Constant_188723" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="178" name="Gather_157999" type="Gather" version="opset8">
+		<layer id="175" name="Gather_188724" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
-					<dim>2</dim>
+					<dim>3</dim>
 				</port>
 				<port id="1" precision="I64" />
 				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="367,372" />
+				<port id="3" precision="I64" names="378,383" />
 			</output>
 		</layer>
-		<layer id="179" name="Constant_158001" type="Const" version="opset1">
+		<layer id="176" name="Constant_188726" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -2540,7 +2529,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="180" name="Reshape_158002" type="Reshape" version="opset1">
+		<layer id="177" name="Reshape_188727" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -2554,7 +2543,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="181" name="ShapeOf_158004" type="ShapeOf" version="opset3">
+		<layer id="178" name="ShapeOf_188729" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="I64">
@@ -2568,19 +2557,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="182" name="Constant_158005" type="Const" version="opset1">
+		<layer id="179" name="Constant_188730" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="183" name="Constant_158006" type="Const" version="opset1">
+		<layer id="180" name="Constant_188731" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="184" name="Gather_158007" type="Gather" version="opset8">
+		<layer id="181" name="Gather_188732" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2590,10 +2579,10 @@
 				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="373,391" />
+				<port id="3" precision="I64" names="384,402" />
 			</output>
 		</layer>
-		<layer id="185" name="Constant_157831" type="Const" version="opset1">
+		<layer id="182" name="Constant_188734" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -2601,7 +2590,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="186" name="__module.model/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="183" name="Reshape_188735" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -2615,7 +2604,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="187" name="__module.model/prim::ListConstruct/Concat" type="Concat" version="opset1">
+		<layer id="184" name="__module.model/prim::ListConstruct/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2626,12 +2615,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="374">
+				<port id="2" precision="I64" names="385">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="188" name="Maximum_145862" type="Maximum" version="opset1">
+		<layer id="185" name="Maximum_180533" type="Maximum" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -2647,7 +2636,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="189" name="__module.model/aten::mul/Multiply" type="Broadcast" version="opset3">
+		<layer id="186" name="__module.model/aten::mul/Multiply" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -2656,13 +2645,13 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="376">
+				<port id="2" precision="FP32" names="387">
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="190" name="ShapeOf_158012" type="ShapeOf" version="opset3">
+		<layer id="187" name="ShapeOf_188737" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2676,19 +2665,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="191" name="Constant_158013" type="Const" version="opset1">
+		<layer id="188" name="Constant_188738" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="192" name="Constant_158014" type="Const" version="opset1">
+		<layer id="189" name="Constant_188739" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="193" name="Gather_158015" type="Gather" version="opset8">
+		<layer id="190" name="Gather_188740" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -2701,13 +2690,13 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="194" name="__module.model/aten::triu/Constant_2" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="217445636" size="4" />
+		<layer id="191" name="__module.model/aten::triu/Constant_2" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="204834988" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="195" name="__module.model/aten::triu/Range" type="Range" version="opset4">
+		<layer id="192" name="__module.model/aten::triu/Range" type="Range" version="opset4">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="I32" />
@@ -2720,23 +2709,12 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="196" name="Constant_157825" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445640" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="197" name="__module.model/aten::triu/Unsqueeze" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="193" name="__module.model/aten::triu/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32">
 					<dim>-1</dim>
 				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
+				<port id="1" precision="I32" />
 			</input>
 			<output>
 				<port id="2" precision="I32">
@@ -2745,25 +2723,25 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="198" name="__module.model/aten::triu/Convert" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="217445636" size="4" />
+		<layer id="194" name="__module.model/aten::triu/Convert" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="204834988" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="199" name="Constant_158019" type="Const" version="opset1">
+		<layer id="195" name="Constant_188744" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="200" name="Constant_158020" type="Const" version="opset1">
+		<layer id="196" name="Constant_188745" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="201" name="Gather_158021" type="Gather" version="opset8">
+		<layer id="197" name="Gather_188746" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -2776,7 +2754,7 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="202" name="__module.model/aten::triu/Add" type="Add" version="opset1">
+		<layer id="198" name="__module.model/aten::triu/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -2786,7 +2764,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="203" name="__module.model/aten::triu/Range_1" type="Range" version="opset4">
+		<layer id="199" name="__module.model/aten::triu/Range_1" type="Range" version="opset4">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="I32" />
@@ -2799,23 +2777,12 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="204" name="Constant_157827" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445656" size="16" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="205" name="__module.model/aten::triu/Unsqueeze_1" type="Reshape" version="opset1">
-			<data special_zero="false" />
+		<layer id="200" name="__module.model/aten::triu/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I32">
 					<dim>-1</dim>
 				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
+				<port id="1" precision="I32" />
 			</input>
 			<output>
 				<port id="2" precision="I32">
@@ -2824,7 +2791,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="206" name="__module.model/aten::triu/GreaterEqual" type="GreaterEqual" version="opset1">
+		<layer id="201" name="__module.model/aten::triu/GreaterEqual" type="GreaterEqual" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -2843,13 +2810,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="207" name="__module.model/aten::triu/ConvertLike" type="Const" version="opset1">
+		<layer id="202" name="__module.model/aten::triu/ConvertLike" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="208" name="__module.model/aten::triu/Select" type="Select" version="opset1">
+		<layer id="203" name="__module.model/aten::triu/Select" type="Select" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -2863,25 +2830,25 @@
 				<port id="2" precision="FP32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="377_1">
+				<port id="3" precision="FP32" names="388_1">
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="209" name="__module.model/aten::arange/Constant" type="Const" version="opset1">
+		<layer id="204" name="__module.model/aten::arange/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="210" name="__module.model/aten::arange/Constant_1" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="217445636" size="4" />
+		<layer id="205" name="__module.model/aten::arange/Constant_1" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="204834988" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="211" name="__module.model/aten::arange/Range" type="Range" version="opset4">
+		<layer id="206" name="__module.model/aten::arange/Range" type="Range" version="opset4">
 			<data output_type="f32" />
 			<input>
 				<port id="0" precision="I32" />
@@ -2894,7 +2861,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="212" name="__module.model/aten::arange/ConvertLike" type="Convert" version="opset1">
+		<layer id="207" name="__module.model/aten::arange/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2902,12 +2869,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="I64" names="378">
+				<port id="1" precision="I64" names="389">
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="213" name="__module.model/aten::gt/Convert" type="Convert" version="opset1">
+		<layer id="208" name="__module.model/aten::gt/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="I64">
@@ -2920,7 +2887,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="214" name="ShapeOf_158024" type="ShapeOf" version="opset3">
+		<layer id="209" name="ShapeOf_188749" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2936,19 +2903,19 @@
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 			</output>
 		</layer>
-		<layer id="215" name="Constant_158025" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="177596580" size="8" />
+		<layer id="210" name="Constant_188750" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="177596548" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="216" name="Constant_158026" type="Const" version="opset1">
+		<layer id="211" name="Constant_188751" type="Const" version="opset1">
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@@ -2958,26 +2925,26 @@
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-			<data element_type="i32" shape="" offset="217445636" size="4" />
+		<layer id="214" name="__module.model/aten::arange/Constant_2" type="Const" version="opset1">
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-		<layer id="220" name="__module.model/aten::arange/Range_1" type="Range" version="opset4">
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@@ -2985,20 +2952,20 @@
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+		<layer id="216" name="Constant_231" type="Const" version="opset1">
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-		<layer id="222" name="__module.model/aten::reshape/Reshape" type="Reshape" version="opset1">
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@@ -3009,13 +2976,13 @@
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-		<layer id="223" name="__module.model/aten::gt/Greater" type="Greater" version="opset1">
+		<layer id="218" name="__module.model/aten::gt/Greater" type="Greater" version="opset1">
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 				<port id="0" precision="FP32">
@@ -3027,13 +2994,13 @@
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 			</input>
 			<output>
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-		<layer id="224" name="__module.model/aten::mul_/ConvertLike" type="Convert" version="opset1">
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 			<input>
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@@ -3048,7 +3015,7 @@
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 		</layer>
-		<layer id="225" name="__module.model/aten::mul_/Multiply" type="Multiply" version="opset1">
+		<layer id="220" name="__module.model/aten::mul_/Multiply" type="Multiply" version="opset1">
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 				<port id="0" precision="FP32">
@@ -3061,70 +3028,77 @@
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-		<layer id="227" name="__module.model/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="222" name="__module.model/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
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+		<layer id="223" name="__module.model/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
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+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
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+				<port id="1" precision="I64" />
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+				<port id="2" precision="FP32" names="395,396,397">
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+		<layer id="224" name="Constant_172527" type="Const" version="opset1">
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+		<layer id="225" name="Constant_172529" type="Const" version="opset1">
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-		<layer id="231" name="Constant_198344" type="Const" version="opset1">
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+		<layer id="226" name="Constant_172531" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
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 		</layer>
-		<layer id="232" name="Concat_198345" type="Concat" version="opset1">
+		<layer id="227" name="__module.model/prim::ListConstruct/Concat_1" type="Concat" version="opset1">
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 			<input>
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@@ -3141,170 +3115,12 @@
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-			</input>
-			<output>
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+				<port id="4" precision="I64" names="399">
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 		</layer>
-		<layer id="245" name="__module.model/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="228" name="__module.model/aten::expand/Broadcast" type="Broadcast" version="opset3">
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 			<input>
 				<port id="0" precision="FP32">
@@ -3318,7 +3134,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3326,7 +3142,7 @@
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 			</output>
 		</layer>
-		<layer id="246" name="Constant_100671" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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@@ -3334,7 +3150,7 @@
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 			</output>
 		</layer>
-		<layer id="247" name="SliceAssign_322/Reshape_0" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3353,13 +3169,13 @@
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 			</output>
 		</layer>
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-		<layer id="249" name="SliceAssign_322/ShapeOf" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3375,7 +3191,7 @@
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 			</output>
 		</layer>
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 			<input>
 				<port id="0" precision="I64">
@@ -3387,13 +3203,13 @@
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 		</layer>
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 				<port id="0" precision="I64" />
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-		<layer id="252" name="SliceAssign_322/Range" type="Range" version="opset4">
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 			<data output_type="i64" />
 			<input>
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@@ -3406,7 +3222,7 @@
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 				<port id="0" precision="I64">
@@ -3425,69 +3241,31 @@
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+		<layer id="240" name="SliceAssign_375/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="I64">
 					<dim>-1</dim>
@@ -3496,17 +3274,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64">
+				<port id="5" precision="I64">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3514,15 +3295,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="261" name="Constant_67610" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445656" size="16" />
+		<layer id="241" name="Constant_78443" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204834992" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="262" name="SliceAssign_322/Reshape_1" type="Reshape" version="opset1">
+		<layer id="242" name="SliceAssign_375/Reshape_4" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64">
@@ -3542,24 +3323,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="263" name="Constant_130919" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="243" name="__module.model/aten::slice/Reshape_36" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="264" name="Constant_130924" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="244" name="__module.model/aten::slice/Reshape_38" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="245" name="__module.model/aten::slice/Reshape_39" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="265" name="__module.model/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="246" name="__module.model/aten::slice/Slice_5" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -3568,17 +3356,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="392,400,402_1">
+				<port id="5" precision="FP32" names="406,416,421_1">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3586,62 +3377,39 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="266" name="Constant_151983" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="FP32">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="267" name="__module.model/aten::eq/Equal" type="Equal" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="247" name="__module.model/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
+				<port id="0" precision="I64">
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
+				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="BOOL" names="393">
+				<port id="2" precision="I64" names="408">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
-					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="268" name="Constant_157833" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445688" size="16" />
+		<layer id="248" name="287" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="177596548" size="8" />
 			<output>
-				<port id="0" precision="I64">
-					<dim>2</dim>
-				</port>
+				<port id="0" precision="I64" names="287" />
 			</output>
 		</layer>
-		<layer id="269" name="__module.model/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="249" name="__module.model/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="I64">
 					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
-				</port>
+				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="I64" names="396,397">
+				<port id="2" precision="I64" names="409,410">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
@@ -3649,7 +3417,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="270" name="__module.model/aten::eq/Convert" type="Convert" version="opset1">
+		<layer id="250" name="__module.model/aten::add/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="I64">
@@ -3668,60 +3436,60 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="271" name="Constant_151984" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="FP32">
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="272" name="__module.model/aten::eq/Equal_1" type="Equal" version="opset1">
+		<layer id="251" name="__module.model/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
-					<dim>1</dim>
+					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
+					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
-					<dim>1</dim>
-					<dim>1</dim>
+					<dim>-1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="BOOL" names="398">
+				<port id="2" precision="FP32" names="411,padding_mask.1">
 					<dim>-1</dim>
 					<dim>1</dim>
-					<dim>1</dim>
 					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="252" name="Constant_184001" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="273" name="__module.model/aten::mul/LogicalAnd" type="LogicalAnd" version="opset1">
+		<layer id="253" name="__module.model/aten::eq/Equal" type="Equal" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="BOOL">
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
-				<port id="1" precision="BOOL">
-					<dim>-1</dim>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
 					<dim>1</dim>
 					<dim>1</dim>
-					<dim>-1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="BOOL" names="399,padding_mask">
+				<port id="2" precision="BOOL" names="412,padding_mask">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3729,13 +3497,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="274" name="__module.model/aten::masked_fill/ConvertLike" type="Const" version="opset1">
-			<data element_type="f32" shape="" offset="217445616" size="4" />
+		<layer id="254" name="__module.model/aten::masked_fill/ConvertLike" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="204834968" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="275" name="__module.model/aten::masked_fill/Select" type="Select" version="opset1">
+		<layer id="255" name="__module.model/aten::masked_fill/Select" type="Select" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -3753,7 +3521,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="401">
+				<port id="3" precision="FP32" names="417">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3761,7 +3529,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="276" name="__module.model/aten::copy_/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="256" name="__module.model/aten::copy_/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3777,7 +3545,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="277" name="__module.model/aten::copy_/Broadcast" type="Broadcast" version="opset3">
+		<layer id="257" name="__module.model/aten::copy_/Broadcast" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3791,7 +3559,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="402">
+				<port id="2" precision="FP32" names="421">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3799,7 +3567,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="278" name="Constant_100672" type="Const" version="opset1">
+		<layer id="258" name="Constant_139101" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -3807,7 +3575,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="279" name="SliceAssign_322/Reshape_2" type="Reshape" version="opset1">
+		<layer id="259" name="SliceAssign_375/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3826,7 +3594,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="280" name="SliceAssign_322/ScatterNDUpdate" type="ScatterNDUpdate" version="opset4">
+		<layer id="260" name="SliceAssign_375/ScatterNDUpdate" type="ScatterNDUpdate" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -3845,7 +3613,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="281" name="SliceAssign_322/Reshape_3" type="Reshape" version="opset1">
+		<layer id="261" name="SliceAssign_375/Reshape_6" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3856,7 +3624,7 @@
 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3864,31 +3632,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="282" name="Constant_130969" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="283" name="Constant_130970" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="284" name="Constant_130966" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
+		<layer id="262" name="__module.model.layers.0.self_attn/aten::slice/Reshape_28" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="285" name="Constant_158034" type="Const" version="opset1">
+		<layer id="263" name="Constant_188754" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -3896,7 +3648,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="286" name="Reshape_158035" type="Reshape" version="opset1">
+		<layer id="264" name="Reshape_188755" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -3910,54 +3662,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="287" name="ShapeOf_158036" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>40</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I64">
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-		</layer>
-		<layer id="288" name="Constant_158037" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="289" name="Constant_158038" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		</layer>
-		<layer id="290" name="Gather_158039" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
-					<dim>1</dim>
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="291" name="Add_158040" type="Add" version="opset1">
+		<layer id="265" name="Add_188758" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -3968,50 +3673,28 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="509">
+				<port id="2" precision="I64" names="1017,1139,1261,1383,1505,1627,1749,1871,1993,2115,2237,2359,2481,2603,2725,2847,2969,3091,3213,3335,3457,3579,3701,3823,3945,4067,4189,4311,4433,4555,4677,4799,4921,5043,5165,5287,529,651,773,895">
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 				</port>
 			</output>
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-		<layer id="292" name="Constant_130965" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="266" name="__module.model.layers.0.self_attn/aten::slice/Reshape_30" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
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 		</layer>
-		<layer id="294" name="Constant_130974" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="267" name="__module.model.layers.0.self_attn/aten::slice/Reshape_31" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="295" name="__module.model.layers.0.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="268" name="__module.model.layers.0.self_attn/aten::slice/Slice_7" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -4020,17 +3703,20 @@
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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@@ -4038,7 +3724,7 @@
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 		</layer>
-		<layer id="296" name="__module.model.layers.0.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="269" name="__module.model.layers.0.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4067,7 +3753,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="514,attn_output.1">
+				<port id="4" precision="FP32" names="534,attn_output.1">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -4075,7 +3761,7 @@
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 			</output>
 		</layer>
-		<layer id="297" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="270" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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 				<port id="0" precision="I32">
@@ -4083,7 +3769,7 @@
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 			</output>
 		</layer>
-		<layer id="298" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="271" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -4096,7 +3782,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="515">
+				<port id="2" precision="FP32" names="535">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -4104,36 +3790,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="299" name="__module.model.layers.0.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
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-					<dim>-1</dim>
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-		<layer id="300" name="Constant_126776" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="272" name="Constant_176693" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204835008" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="301" name="Constant_126777" type="Const" version="opset1">
+		<layer id="273" name="Constant_176694" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="302" name="Gather_126778" type="Gather" version="opset8">
+		<layer id="274" name="Gather_176695" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -4150,15 +3821,15 @@
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 			</output>
 		</layer>
-		<layer id="303" name="__module.model.layers.0.self_attn/prim::ListConstruct/Reshape_1_3" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="217445704" size="8" />
+		<layer id="275" name="__module.model.rotary_emb/prim::ListConstruct/Reshape_0" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="304" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="276" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -4169,12 +3840,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="517">
+				<port id="2" precision="I64" names="537">
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 			</output>
 		</layer>
-		<layer id="305" name="__module.model.layers.0.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="277" name="__module.model.layers.0.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4188,15 +3859,15 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="538">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="306" name="self.model.layers.0.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="217445712" size="13107200" />
+		<layer id="278" name="self.model.layers.0.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="204835024" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -4205,7 +3876,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="307" name="Convert_205748" type="Convert" version="opset1">
+		<layer id="279" name="Convert_236069" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -4222,8 +3893,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="308" name="self.model.layers.0.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="230552912" size="102400" />
+		<layer id="280" name="self.model.layers.0.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="217942224" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -4232,7 +3903,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="309" name="Convert_205750" type="Convert" version="opset1">
+		<layer id="281" name="Convert_236071" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -4249,7 +3920,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="310" name="self.model.layers.0.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="282" name="self.model.layers.0.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -4271,8 +3942,8 @@
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 			</output>
 		</layer>
-		<layer id="311" name="self.model.layers.0.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="230655312" size="409600" />
+		<layer id="283" name="self.model.layers.0.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="218044624" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -4281,7 +3952,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="312" name="self.model.layers.0.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="284" name="self.model.layers.0.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -4303,7 +3974,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="313" name="Constant_205755" type="Const" version="opset1">
+		<layer id="285" name="Constant_236076" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -4311,7 +3982,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="314" name="Reshape_205756" type="Reshape" version="opset1">
+		<layer id="286" name="Reshape_236077" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -4330,8 +4001,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="315" name="self.model.layers.0.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="287" name="__module.model.layers.0.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -4345,13 +4019,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="316" name="__module.model.layers.0.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="288" name="__module.model.layers.0.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -4359,14 +4033,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="520,522,hidden_states.13">
+				<port id="2" precision="FP32" names="540,542,hidden_states.13">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="317" name="__module.model.layers.0/aten::add/Add" type="Add" version="opset1">
+		<layer id="289" name="__module.model.layers.0/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4381,15 +4055,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="525,527,538,hidden_states.15,hidden_states.17">
+				<port id="2" precision="FP32" names="545,547,558,hidden_states.15,hidden_states.17">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="318" name="Constant_151988" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="231064912" size="20480" />
+		<layer id="290" name="Constant_184005" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 5120" offset="218454224" size="20480" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -4398,7 +4072,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="319" name="Constant_151987" type="Const" version="opset1">
+		<layer id="291" name="Constant_184004" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -4408,7 +4082,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="320" name="Constant_151985" type="Const" version="opset1">
+		<layer id="292" name="Constant_184002" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -4418,7 +4092,7 @@
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 			</output>
 		</layer>
-		<layer id="321" name="__module.model.layers.0.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="293" name="__module.model.layers.0.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4433,22 +4107,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="528">
+				<port id="2" precision="FP32" names="548">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="322" name="Constant_768" type="Const" version="opset1">
+		<layer id="294" name="Constant_825" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
-				<port id="0" precision="I64" names="529">
+				<port id="0" precision="I64" names="549">
 					<dim>1</dim>
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 		</layer>
-		<layer id="323" name="__module.model.layers.0.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="295" name="__module.model.layers.0.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4461,14 +4135,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="530,variance.3">
+				<port id="2" precision="FP32" names="550,variance.3">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="324" name="Constant_151986" type="Const" version="opset1">
+		<layer id="296" name="Constant_184003" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -4478,7 +4152,7 @@
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 			</output>
 		</layer>
-		<layer id="325" name="__module.model.layers.0.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="297" name="__module.model.layers.0.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4493,14 +4167,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="531">
+				<port id="2" precision="FP32" names="551">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="326" name="__module.model.layers.0.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="298" name="__module.model.layers.0.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -4516,7 +4190,7 @@
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 		</layer>
-		<layer id="327" name="__module.model.layers.0.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="299" name="__module.model.layers.0.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -4531,14 +4205,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="532">
+				<port id="2" precision="FP32" names="552">
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 					<dim>-1</dim>
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-		<layer id="328" name="__module.model.layers.0.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="300" name="__module.model.layers.0.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -4553,14 +4227,14 @@
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+				<port id="2" precision="FP32" names="553,554,hidden_states.19,hidden_states.21">
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 		</layer>
-		<layer id="329" name="__module.model.layers.0.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="301" name="__module.model.layers.0.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -4575,15 +4249,15 @@
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 					<dim>5120</dim>
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-			<data element_type="u4" shape="13824, 40, 128" offset="231085392" size="35389440" />
+		<layer id="302" name="self.model.layers.0.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -4592,7 +4266,7 @@
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-		<layer id="331" name="Convert_205770" type="Convert" version="opset1">
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@@ -4609,8 +4283,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="266474832" size="276480" />
+		<layer id="304" name="self.model.layers.0.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="253864144" size="276480" />
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 				<port id="0" precision="U4">
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@@ -4619,7 +4293,7 @@
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 		</layer>
-		<layer id="333" name="Convert_205772" type="Convert" version="opset1">
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 			<data destination_type="f16" />
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 				<port id="0" precision="U4">
@@ -4636,7 +4310,7 @@
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+		<layer id="306" name="self.model.layers.0.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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@@ -4658,8 +4332,8 @@
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-		<layer id="335" name="self.model.layers.0.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="266751312" size="1105920" />
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 				<port id="0" precision="FP16">
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@@ -4668,7 +4342,7 @@
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 		</layer>
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+		<layer id="308" name="self.model.layers.0.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -4690,15 +4364,15 @@
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-		<layer id="337" name="Constant_205777" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="309" name="Constant_234856" type="Const" version="opset1">
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 		</layer>
-		<layer id="338" name="Reshape_205778" type="Reshape" version="opset1">
+		<layer id="310" name="Reshape_234857" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -4717,8 +4391,11 @@
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 		</layer>
-		<layer id="339" name="self.model.layers.0.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="311" name="__module.model.layers.0.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -4732,7 +4409,7 @@
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 		</layer>
-		<layer id="340" name="__module.model.layers.0.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="312" name="__module.model.layers.0.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -4746,14 +4423,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="563,input.1">
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 					<dim>13824</dim>
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 		</layer>
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+		<layer id="313" name="__module.model.layers.0.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -4762,15 +4439,15 @@
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 					<dim>13824</dim>
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-		<layer id="342" name="self.model.layers.0.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 128" offset="267857240" size="35389440" />
+		<layer id="314" name="self.model.layers.0.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -4779,7 +4456,7 @@
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 		</layer>
-		<layer id="343" name="Convert_205759" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -4796,8 +4473,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="303246680" size="276480" />
+		<layer id="316" name="self.model.layers.0.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="290635992" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -4806,7 +4483,7 @@
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 			</output>
 		</layer>
-		<layer id="345" name="Convert_205761" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -4823,7 +4500,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -4845,8 +4522,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="303523160" size="1105920" />
+		<layer id="319" name="self.model.layers.0.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="290912472" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -4855,7 +4532,7 @@
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 			</output>
 		</layer>
-		<layer id="348" name="self.model.layers.0.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -4877,15 +4554,15 @@
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-		<layer id="349" name="Constant_205766" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="321" name="Constant_234846" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
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 				<port id="0" precision="I32">
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 		</layer>
-		<layer id="350" name="Reshape_205767" type="Reshape" version="opset1">
+		<layer id="322" name="Reshape_234847" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -4904,8 +4581,11 @@
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 			</output>
 		</layer>
-		<layer id="351" name="self.model.layers.0.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="323" name="__module.model.layers.0.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -4919,7 +4599,7 @@
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 		</layer>
-		<layer id="352" name="__module.model.layers.0.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -4933,14 +4613,14 @@
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 					<dim>13824</dim>
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 			</output>
 		</layer>
-		<layer id="353" name="__module.model.layers.0.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="325" name="__module.model.layers.0.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4955,15 +4635,15 @@
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 			</input>
 			<output>
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 					<dim>13824</dim>
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-			<data element_type="u4" shape="5120, 108, 128" offset="304629080" size="35389440" />
+		<layer id="326" name="self.model.layers.0.mlp.down_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -4972,7 +4652,7 @@
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 		</layer>
-		<layer id="355" name="Convert_205781" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -4989,8 +4669,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="340018520" size="276480" />
+		<layer id="328" name="self.model.layers.0.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 1" offset="327407832" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -4999,7 +4679,7 @@
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 			</output>
 		</layer>
-		<layer id="357" name="Convert_205783" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -5016,7 +4696,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -5038,8 +4718,8 @@
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-			<data element_type="f16" shape="5120, 108, 1" offset="340295000" size="1105920" />
+		<layer id="331" name="self.model.layers.0.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 108, 1" offset="327684312" size="1105920" />
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 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -5048,7 +4728,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -5070,15 +4750,15 @@
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+		<layer id="333" name="Constant_234866" type="Const" version="opset1">
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-		<layer id="362" name="Reshape_205789" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -5097,8 +4777,11 @@
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-		<layer id="363" name="self.model.layers.0.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="335" name="__module.model.layers.0.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -5112,7 +4795,7 @@
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-		<layer id="364" name="__module.model.layers.0.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -5126,14 +4809,14 @@
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 					<dim>-1</dim>
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@@ -5148,15 +4831,15 @@
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+		<layer id="338" name="Constant_184009" type="Const" version="opset1">
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@@ -5165,7 +4848,7 @@
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@@ -5175,7 +4858,7 @@
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@@ -5457,7 +5140,7 @@
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 			<data destination_type="f32" />
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+		<layer id="368" name="__module.model.layers.1.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -5786,10 +5321,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="622,627" />
+				<port id="3" precision="I64" names="616,621" />
 			</output>
 		</layer>
-		<layer id="407" name="__module.model.layers.1.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="369" name="__module.model.layers.1.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -5799,23 +5334,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="408" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="370" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="624,625,629,630" />
+				<port id="1" precision="I64" names="618,619,623,624" />
 			</output>
 		</layer>
-		<layer id="409" name="Constant_157835" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="371" name="Constant_139105" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="410" name="__module.model.layers.1.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="372" name="__module.model.layers.1.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -5829,53 +5364,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="411" name="Constant_130977" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="373" name="__module.model.layers.1.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		<layer id="412" name="ScatterUpdate_130980" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
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-			<output>
-				<port id="4" precision="I64">
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 			</output>
 		</layer>
-		<layer id="413" name="Constant_130983" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="374" name="__module.model.layers.1.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="414" name="Constant_130986" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="375" name="__module.model.layers.1.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="415" name="__module.model.layers.1.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="376" name="__module.model.layers.1.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -5884,17 +5397,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="625,x2.5">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -5902,8 +5418,8 @@
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 			</output>
 		</layer>
-		<layer id="416" name="Constant_151993" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="377" name="Constant_184010" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -5913,7 +5429,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="417" name="__module.model.layers.1.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="378" name="__module.model.layers.1.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -5930,7 +5446,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="632">
+				<port id="2" precision="FP32" names="626">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -5938,24 +5454,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="418" name="Constant_131031" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="379" name="__module.model.layers.1.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="419" name="Constant_131036" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="380" name="__module.model.layers.1.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="420" name="__module.model.layers.1.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="381" name="__module.model.layers.1.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="382" name="__module.model.layers.1.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -5964,17 +5487,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="626">
+				<port id="5" precision="FP32" names="620">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -5982,7 +5508,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="421" name="__module.model.layers.1.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="383" name="__module.model.layers.1.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -5999,7 +5525,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="634">
+				<port id="2" precision="FP32" names="628">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -6007,41 +5533,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="422" name="__module.model.layers.1.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32" names="613,615,618,sin.7,sin.9">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="423" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="620,sin.11">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="424" name="__module.model.layers.1.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="384" name="__module.model.layers.1.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6058,7 +5550,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="635">
+				<port id="2" precision="FP32" names="629">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -6066,7 +5558,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="425" name="__module.model.layers.1.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="385" name="__module.model.layers.1.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6083,7 +5575,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="636">
+				<port id="2" precision="FP32" names="630">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -6091,13 +5583,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="426" name="Constant_198373" type="Const" version="opset1">
+		<layer id="386" name="Constant_209578" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="427" name="Constant_198366" type="Const" version="opset1">
+		<layer id="387" name="Constant_209571" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -6105,7 +5597,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="428" name="Constant_198368" type="Const" version="opset1">
+		<layer id="388" name="Constant_209573" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -6113,7 +5605,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="429" name="Constant_198370" type="Const" version="opset1">
+		<layer id="389" name="Constant_209575" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -6121,7 +5613,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="430" name="Concat_198371" type="Concat" version="opset1">
+		<layer id="390" name="Concat_209576" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -6143,7 +5635,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="431" name="Broadcast_198374" type="Broadcast" version="opset3">
+		<layer id="391" name="Broadcast_209579" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -6160,7 +5652,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="432" name="ReadValue_192041" type="ReadValue" version="opset6">
+		<layer id="392" name="ReadValue_205899" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.1.keypresent.1.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6179,13 +5671,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="433" name="Constant_185694" type="Const" version="opset1">
+		<layer id="393" name="Constant_202205" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="434" name="Gather_185695" type="Gather" version="opset8">
+		<layer id="394" name="Gather_202206" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6208,8 +5700,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="435" name="self.model.layers.1.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="355040608" size="13107200" />
+		<layer id="395" name="self.model.layers.1.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="342429920" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -6218,7 +5710,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="436" name="Convert_205792" type="Convert" version="opset1">
+		<layer id="396" name="Convert_236089" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -6235,8 +5727,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="437" name="self.model.layers.1.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="368147808" size="102400" />
+		<layer id="397" name="self.model.layers.1.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="355537120" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -6245,7 +5737,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="438" name="Convert_205794" type="Convert" version="opset1">
+		<layer id="398" name="Convert_236091" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -6262,7 +5754,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="439" name="self.model.layers.1.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="399" name="self.model.layers.1.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -6284,8 +5776,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="440" name="self.model.layers.1.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="368250208" size="409600" />
+		<layer id="400" name="self.model.layers.1.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="355639520" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -6294,7 +5786,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="441" name="self.model.layers.1.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="401" name="self.model.layers.1.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -6316,7 +5808,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="442" name="Constant_205799" type="Const" version="opset1">
+		<layer id="402" name="Constant_236096" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -6324,7 +5816,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="443" name="Reshape_205800" type="Reshape" version="opset1">
+		<layer id="403" name="Reshape_236097" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -6343,8 +5835,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="444" name="self.model.layers.1.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
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 					<dim>5120</dim>
@@ -6358,7 +5853,7 @@
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 		</layer>
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@@ -6372,14 +5867,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="601,key_states.7">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="446" name="Constant_161034" type="Const" version="opset1">
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@@ -6387,7 +5882,7 @@
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 		</layer>
-		<layer id="447" name="__module.model.layers.1.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="407" name="__module.model.layers.1.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -6400,7 +5895,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="608">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -6408,7 +5903,7 @@
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 		</layer>
-		<layer id="448" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="408" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -6416,7 +5911,7 @@
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 			</output>
 		</layer>
-		<layer id="449" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="409" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -6429,7 +5924,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="590,k.3">
+				<port id="2" precision="FP32" names="609,k.3">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -6437,7 +5932,7 @@
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 			</output>
 		</layer>
-		<layer id="450" name="__module.model.layers.1.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="410" name="__module.model.layers.1.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6454,7 +5949,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="637">
+				<port id="2" precision="FP32" names="631">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -6462,23 +5957,7 @@
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 		</layer>
-		<layer id="451" name="Constant_131079" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="453" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="411" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6494,13 +5973,13 @@
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 			</output>
 		</layer>
-		<layer id="454" name="__module.model.layers.1.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="412" name="__module.model.layers.1.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="455" name="__module.model.layers.1.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="413" name="__module.model.layers.1.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -6510,10 +5989,10 @@
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 			</input>
 			<output>
-				<port id="3" precision="I64" names="638,643" />
+				<port id="3" precision="I64" names="632,637" />
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 		</layer>
-		<layer id="456" name="__module.model.layers.1.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="414" name="__module.model.layers.1.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -6523,23 +6002,23 @@
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 			</output>
 		</layer>
-		<layer id="457" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="415" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="634,635,639,640" />
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 		</layer>
-		<layer id="458" name="Constant_157837" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="416" name="Constant_139106" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="459" name="__module.model.layers.1.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="417" name="__module.model.layers.1.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -6553,53 +6032,31 @@
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 			</output>
 		</layer>
-		<layer id="460" name="Constant_131077" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="418" name="__module.model.layers.1.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="462" name="Constant_131083" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="419" name="__module.model.layers.1.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="463" name="Constant_131086" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="420" name="__module.model.layers.1.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="421" name="__module.model.layers.1.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -6608,17 +6065,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -6626,8 +6086,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="422" name="Constant_184011" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -6637,7 +6097,7 @@
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 			</output>
 		</layer>
-		<layer id="466" name="__module.model.layers.1.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="423" name="__module.model.layers.1.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6654,7 +6114,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -6662,24 +6122,31 @@
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 		</layer>
-		<layer id="467" name="Constant_131131" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="424" name="__module.model.layers.1.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="468" name="Constant_131136" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="425" name="__module.model.layers.1.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="426" name="__module.model.layers.1.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="427" name="__module.model.layers.1.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -6688,17 +6155,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="636">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -6706,7 +6176,7 @@
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 			</output>
 		</layer>
-		<layer id="470" name="__module.model.layers.1.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="428" name="__module.model.layers.1.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6723,7 +6193,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="644">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -6731,7 +6201,7 @@
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 			</output>
 		</layer>
-		<layer id="471" name="__module.model.layers.1.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="429" name="__module.model.layers.1.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6748,7 +6218,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="651">
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -6756,7 +6226,7 @@
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 			</output>
 		</layer>
-		<layer id="472" name="__module.model.layers.1.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="430" name="__module.model.layers.1.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6773,7 +6243,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="646">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -6781,7 +6251,7 @@
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 			</output>
 		</layer>
-		<layer id="473" name="__module.model.layers.1.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="431" name="__module.model.layers.1.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6806,13 +6276,13 @@
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 			</output>
 		</layer>
-		<layer id="474" name="Constant_198386" type="Const" version="opset1">
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 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="475" name="Constant_198379" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -6820,7 +6290,7 @@
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 			</output>
 		</layer>
-		<layer id="476" name="Constant_198381" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -6828,7 +6298,7 @@
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 			</output>
 		</layer>
-		<layer id="477" name="Constant_198383" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -6836,7 +6306,7 @@
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 			</output>
 		</layer>
-		<layer id="478" name="Concat_198384" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -6858,7 +6328,7 @@
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 			</output>
 		</layer>
-		<layer id="479" name="Broadcast_198387" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -6875,7 +6345,7 @@
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 			</output>
 		</layer>
-		<layer id="480" name="ReadValue_192043" type="ReadValue" version="opset6">
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 					<dim>5120</dim>
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+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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@@ -7018,8 +6528,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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@@ -7033,7 +6546,7 @@
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@@ -7062,7 +6575,7 @@
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@@ -7083,7 +6596,7 @@
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@@ -7091,7 +6604,7 @@
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@@ -7137,206 +6650,7 @@
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@@ -7365,7 +6679,7 @@
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 					<dim>-1</dim>
 					<dim>40</dim>
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@@ -7373,7 +6687,7 @@
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@@ -7381,7 +6695,7 @@
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@@ -7402,7 +6716,7 @@
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@@ -7448,7 +6762,7 @@
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@@ -7478,15 +6792,15 @@
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@@ -7495,7 +6809,7 @@
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@@ -7512,8 +6826,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="407996768" size="102400" />
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@@ -7522,7 +6836,7 @@
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@@ -7539,7 +6853,7 @@
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@@ -7561,8 +6875,8 @@
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@@ -7571,7 +6885,7 @@
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@@ -7593,7 +6907,7 @@
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@@ -7601,7 +6915,7 @@
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@@ -7620,8 +6934,11 @@
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 			<data destination_type="f32" />
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@@ -7635,13 +6952,13 @@
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@@ -7649,14 +6966,14 @@
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@@ -7671,15 +6988,15 @@
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@@ -7688,7 +7005,7 @@
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@@ -7698,7 +7015,7 @@
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@@ -7708,7 +7025,7 @@
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@@ -7751,14 +7068,14 @@
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@@ -7768,7 +7085,7 @@
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@@ -7783,14 +7100,14 @@
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@@ -7806,7 +7123,7 @@
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@@ -7865,15 +7182,15 @@
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@@ -7882,7 +7199,7 @@
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 			<input>
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@@ -7899,8 +7216,8 @@
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@@ -7909,7 +7226,7 @@
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@@ -7926,7 +7243,7 @@
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@@ -7948,8 +7265,8 @@
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@@ -7958,7 +7275,7 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -8194,8 +7514,11 @@
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 			<data destination_type="f32" />
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@@ -8279,8 +7602,8 @@
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@@ -8289,7 +7612,7 @@
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@@ -8306,7 +7629,7 @@
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@@ -8328,8 +7651,8 @@
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@@ -8338,7 +7661,7 @@
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@@ -8387,8 +7710,11 @@
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 			<data destination_type="f32" />
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+			<data element_type="u4" shape="5120, 40, 1" offset="506751200" size="102400" />
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 					<dim>5120</dim>
@@ -8676,7 +8002,7 @@
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 		</layer>
-		<layer id="597" name="Convert_205893" type="Convert" version="opset1">
+		<layer id="541" name="Convert_236141" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -8693,7 +8019,7 @@
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 		</layer>
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+		<layer id="542" name="self.model.layers.2.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -8715,8 +8041,8 @@
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 		</layer>
-		<layer id="599" name="self.model.layers.2.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="532074848" size="409600" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="506853600" size="409600" />
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 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -8725,7 +8051,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -8747,7 +8073,7 @@
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 			</output>
 		</layer>
-		<layer id="601" name="Constant_205898" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
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@@ -8755,7 +8081,7 @@
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 			</output>
 		</layer>
-		<layer id="602" name="Reshape_205899" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -8774,8 +8100,11 @@
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 			</output>
 		</layer>
-		<layer id="603" name="self.model.layers.2.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="547" name="__module.model.layers.2.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -8789,7 +8118,7 @@
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 			</output>
 		</layer>
-		<layer id="604" name="__module.model.layers.2.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="548" name="__module.model.layers.2.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -8803,14 +8132,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="721,query_states.5">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="605" name="Constant_161036" type="Const" version="opset1">
+		<layer id="549" name="Constant_191600" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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@@ -8818,7 +8147,7 @@
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 			</output>
 		</layer>
-		<layer id="606" name="__module.model.layers.2.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="550" name="__module.model.layers.2.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8831,7 +8160,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="727">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -8839,7 +8168,7 @@
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 			</output>
 		</layer>
-		<layer id="607" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="551" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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 				<port id="0" precision="I32">
@@ -8847,7 +8176,7 @@
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 			</output>
 		</layer>
-		<layer id="608" name="__module.model.layers.2.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="552" name="__module.model.layers.2.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -8860,7 +8189,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="735,q.5">
+				<port id="2" precision="FP32" names="728,q.5">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -8868,142 +8197,7 @@
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 		</layer>
-		<layer id="609" name="__module.model.layers.2.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
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-		<layer id="613" name="__module.model.layers.2.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
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-				<port id="0" precision="FP32">
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-			<input>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-		</layer>
-		<layer id="617" name="__module.model.layers.2.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="553" name="__module.model.layers.2.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9020,7 +8214,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="737">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9028,23 +8222,7 @@
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 		</layer>
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9060,13 +8238,13 @@
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 			</output>
 		</layer>
-		<layer id="621" name="__module.model.layers.2.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="555" name="__module.model.layers.2.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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 			</output>
 		</layer>
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+		<layer id="556" name="__module.model.layers.2.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -9076,10 +8254,10 @@
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 			</input>
 			<output>
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+				<port id="3" precision="I64" names="738,743" />
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 		</layer>
-		<layer id="623" name="__module.model.layers.2.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="557" name="__module.model.layers.2.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -9089,23 +8267,23 @@
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 		</layer>
-		<layer id="624" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="558" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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 		</layer>
-		<layer id="625" name="Constant_157839" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="559" name="Constant_139110" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
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 				<port id="0" precision="I64">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -9119,53 +8297,31 @@
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 		</layer>
-		<layer id="627" name="Constant_131189" type="Const" version="opset1">
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+		<layer id="561" name="__module.model.layers.2.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="177596620" size="32" />
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 			<output>
 				<port id="0" precision="I64">
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+		<layer id="564" name="__module.model.layers.2.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9174,17 +8330,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9192,8 +8351,8 @@
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -9203,7 +8362,7 @@
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+		<layer id="566" name="__module.model.layers.2.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9220,7 +8379,7 @@
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9228,24 +8387,31 @@
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-		<layer id="634" name="Constant_131243" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="567" name="__module.model.layers.2.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-		<layer id="635" name="Constant_131248" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="568" name="__module.model.layers.2.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="569" name="__module.model.layers.2.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="570" name="__module.model.layers.2.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9254,17 +8420,20 @@
 					<dim>128</dim>
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9272,7 +8441,7 @@
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 		</layer>
-		<layer id="637" name="__module.model.layers.2.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="571" name="__module.model.layers.2.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9289,7 +8458,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="750">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9297,41 +8466,7 @@
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 			</output>
 		</layer>
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-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="639" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-				<port id="2" precision="FP32" names="768,sin.17">
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="640" name="__module.model.layers.2.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="572" name="__module.model.layers.2.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9348,7 +8483,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="751">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9356,7 +8491,7 @@
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 			</output>
 		</layer>
-		<layer id="641" name="__module.model.layers.2.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="573" name="__module.model.layers.2.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9373,7 +8508,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="784">
+				<port id="2" precision="FP32" names="752">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9381,13 +8516,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="642" name="Constant_198399" type="Const" version="opset1">
+		<layer id="574" name="Constant_209604" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="643" name="Constant_198392" type="Const" version="opset1">
+		<layer id="575" name="Constant_209597" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -9395,7 +8530,7 @@
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 			</output>
 		</layer>
-		<layer id="644" name="Constant_198394" type="Const" version="opset1">
+		<layer id="576" name="Constant_209599" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -9403,7 +8538,7 @@
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 			</output>
 		</layer>
-		<layer id="645" name="Constant_198396" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -9411,7 +8546,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="646" name="Concat_198397" type="Concat" version="opset1">
+		<layer id="578" name="Concat_209602" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -9433,7 +8568,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="647" name="Broadcast_198400" type="Broadcast" version="opset3">
+		<layer id="579" name="Broadcast_209605" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -9450,7 +8585,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="648" name="ReadValue_192085" type="ReadValue" version="opset6">
+		<layer id="580" name="ReadValue_205943" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.2.keypresent.2.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9469,13 +8604,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="649" name="Constant_185700" type="Const" version="opset1">
+		<layer id="581" name="Constant_202211" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="650" name="Gather_185701" type="Gather" version="opset8">
+		<layer id="582" name="Gather_202212" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9498,8 +8633,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 128" offset="532484448" size="13107200" />
+		<layer id="583" name="self.model.layers.2.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="507263200" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -9508,7 +8643,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="652" name="Convert_205869" type="Convert" version="opset1">
+		<layer id="584" name="Convert_236129" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -9525,8 +8660,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="545591648" size="102400" />
+		<layer id="585" name="self.model.layers.2.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="520370400" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -9535,7 +8670,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="654" name="Convert_205871" type="Convert" version="opset1">
+		<layer id="586" name="Convert_236131" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -9552,7 +8687,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9574,8 +8709,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 40, 1" offset="545694048" size="409600" />
+		<layer id="588" name="self.model.layers.2.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="520472800" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -9584,7 +8719,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9606,7 +8741,7 @@
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 			</output>
 		</layer>
-		<layer id="658" name="Constant_205876" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -9614,7 +8749,7 @@
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 			</output>
 		</layer>
-		<layer id="659" name="Reshape_205877" type="Reshape" version="opset1">
+		<layer id="591" name="Reshape_236137" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9633,8 +8768,11 @@
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 			</output>
 		</layer>
-		<layer id="660" name="self.model.layers.2.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="592" name="__module.model.layers.2.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -9648,7 +8786,7 @@
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 			</output>
 		</layer>
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+		<layer id="593" name="__module.model.layers.2.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9662,14 +8800,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="723,key_states.9">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="662" name="Constant_161037" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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 				<port id="0" precision="I64">
@@ -9677,7 +8815,7 @@
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 		</layer>
-		<layer id="663" name="__module.model.layers.2.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="595" name="__module.model.layers.2.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9690,7 +8828,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="730">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -9698,7 +8836,7 @@
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 		</layer>
-		<layer id="664" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -9706,7 +8844,7 @@
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 			</output>
 		</layer>
-		<layer id="665" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="597" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9719,7 +8857,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="738,k.5">
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9727,7 +8865,7 @@
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 		</layer>
-		<layer id="666" name="__module.model.layers.2.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9744,7 +8882,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9752,23 +8890,7 @@
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9784,13 +8906,13 @@
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+		<layer id="600" name="__module.model.layers.2.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
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+		<layer id="601" name="__module.model.layers.2.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -9800,10 +8922,10 @@
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 			<output>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -9813,23 +8935,23 @@
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-		<layer id="673" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="603" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="788,789,793,794" />
+				<port id="1" precision="I64" names="756,757,761,762" />
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 		</layer>
-		<layer id="674" name="Constant_157841" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="604" name="Constant_139111" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="675" name="__module.model.layers.2.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="605" name="__module.model.layers.2.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -9843,53 +8965,31 @@
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 			</output>
 		</layer>
-		<layer id="676" name="Constant_131289" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="606" name="__module.model.layers.2.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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 		</layer>
-		<layer id="678" name="Constant_131295" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="607" name="__module.model.layers.2.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="679" name="Constant_131298" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="608" name="__module.model.layers.2.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="609" name="__module.model.layers.2.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9898,17 +8998,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="763,x2.11">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9916,8 +9019,8 @@
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 			</output>
 		</layer>
-		<layer id="681" name="Constant_152004" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="610" name="Constant_184021" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -9927,7 +9030,7 @@
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 			</output>
 		</layer>
-		<layer id="682" name="__module.model.layers.2.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="611" name="__module.model.layers.2.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9944,7 +9047,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="796">
+				<port id="2" precision="FP32" names="764">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9952,24 +9055,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="683" name="Constant_131343" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="612" name="__module.model.layers.2.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="684" name="Constant_131348" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="613" name="__module.model.layers.2.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="685" name="__module.model.layers.2.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="614" name="__module.model.layers.2.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="615" name="__module.model.layers.2.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9978,17 +9088,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="790">
+				<port id="5" precision="FP32" names="758">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -9996,7 +9109,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="686" name="__module.model.layers.2.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="616" name="__module.model.layers.2.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10013,7 +9126,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="798">
+				<port id="2" precision="FP32" names="766">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -10021,7 +9134,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="687" name="__module.model.layers.2.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="617" name="__module.model.layers.2.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10038,7 +9151,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="799">
+				<port id="2" precision="FP32" names="767">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -10046,7 +9159,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="688" name="__module.model.layers.2.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="618" name="__module.model.layers.2.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10063,7 +9176,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="800">
+				<port id="2" precision="FP32" names="768">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -10071,7 +9184,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="689" name="__module.model.layers.2.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="619" name="__module.model.layers.2.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10096,13 +9209,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="690" name="Constant_198412" type="Const" version="opset1">
+		<layer id="620" name="Constant_209591" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="691" name="Constant_198405" type="Const" version="opset1">
+		<layer id="621" name="Constant_209584" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -10110,7 +9223,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="692" name="Constant_198407" type="Const" version="opset1">
+		<layer id="622" name="Constant_209586" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -10118,7 +9231,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="693" name="Constant_198409" type="Const" version="opset1">
+		<layer id="623" name="Constant_209588" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -10126,7 +9239,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="694" name="Concat_198410" type="Concat" version="opset1">
+		<layer id="624" name="Concat_209589" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -10148,7 +9261,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="695" name="Broadcast_198413" type="Broadcast" version="opset3">
+		<layer id="625" name="Broadcast_209592" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -10165,7 +9278,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="696" name="ReadValue_192087" type="ReadValue" version="opset6">
+		<layer id="626" name="ReadValue_205945" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.2.valuepresent.2.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10184,13 +9297,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="697" name="Constant_185703" type="Const" version="opset1">
+		<layer id="627" name="Constant_202214" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="698" name="Gather_185704" type="Gather" version="opset8">
+		<layer id="628" name="Gather_202215" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10213,94 +9326,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="699" name="self.model.layers.2.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="546103648" size="26214400" />
+		<layer id="629" name="self.model.layers.2.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="520882400" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="700" name="Convert_205881" type="Convert" version="opset1">
+		<layer id="630" name="Convert_236119" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="701" name="self.model.layers.2.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="572318048" size="5120" />
+		<layer id="631" name="self.model.layers.2.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="533989600" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="702" name="Convert_205884" type="Convert" version="opset1">
+		<layer id="632" name="Convert_236121" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="703" name="self.model.layers.2.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="633" name="self.model.layers.2.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="704" name="self.model.layers.2.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="572323168" size="10240" />
+		<layer id="634" name="self.model.layers.2.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="534092000" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="705" name="self.model.layers.2.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="635" name="self.model.layers.2.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="636" name="Constant_236126" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="637" name="Reshape_236127" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -10308,8 +9461,11 @@
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 			<data causal="false" />
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@@ -10655,7 +9612,7 @@
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 					<dim>40</dim>
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@@ -10663,7 +9620,7 @@
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@@ -10671,7 +9628,7 @@
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-		<layer id="734" name="Constant_126797" type="Const" version="opset1">
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@@ -10738,7 +9695,7 @@
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 			<input>
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@@ -10749,12 +9706,12 @@
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@@ -10768,15 +9725,15 @@
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@@ -10785,7 +9742,7 @@
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@@ -10802,8 +9759,8 @@
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -10812,7 +9769,7 @@
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 		</layer>
-		<layer id="741" name="Convert_205904" type="Convert" version="opset1">
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@@ -10829,7 +9786,7 @@
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@@ -10851,8 +9808,8 @@
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@@ -10861,7 +9818,7 @@
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@@ -10883,7 +9840,7 @@
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@@ -10891,7 +9848,7 @@
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@@ -10910,8 +9867,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -10925,13 +9885,13 @@
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@@ -10939,14 +9899,14 @@
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@@ -10978,7 +9938,7 @@
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@@ -10988,7 +9948,7 @@
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@@ -10998,7 +9958,7 @@
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@@ -11058,7 +10018,7 @@
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@@ -11096,7 +10056,7 @@
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@@ -11111,14 +10071,14 @@
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+		<layer id="676" name="__module.model.layers.2.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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+		<layer id="677" name="__module.model.layers.2.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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@@ -11155,15 +10115,15 @@
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@@ -11172,7 +10132,7 @@
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-		<layer id="763" name="Convert_205924" type="Convert" version="opset1">
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@@ -11189,8 +10149,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="621362528" size="276480" />
+		<layer id="680" name="self.model.layers.2.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
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@@ -11199,7 +10159,7 @@
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-		<layer id="765" name="Convert_205926" type="Convert" version="opset1">
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@@ -11216,7 +10176,7 @@
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@@ -11238,8 +10198,8 @@
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 				<port id="0" precision="FP16">
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@@ -11248,7 +10208,7 @@
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@@ -11270,15 +10230,15 @@
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-		<layer id="770" name="Reshape_205932" type="Reshape" version="opset1">
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 			<input>
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@@ -11297,8 +10257,11 @@
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+		<layer id="687" name="__module.model.layers.2.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
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@@ -11312,7 +10275,7 @@
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@@ -11326,14 +10289,14 @@
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 					<dim>13824</dim>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -11342,15 +10305,15 @@
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 					<dim>13824</dim>
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+		<layer id="690" name="self.model.layers.2.mlp.up_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -11359,7 +10322,7 @@
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-		<layer id="775" name="Convert_205913" type="Convert" version="opset1">
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 			<input>
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@@ -11376,8 +10339,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="658134368" size="276480" />
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 				<port id="0" precision="U4">
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@@ -11386,7 +10349,7 @@
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 			<input>
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@@ -11403,7 +10366,7 @@
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@@ -11425,8 +10388,8 @@
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@@ -11435,7 +10398,7 @@
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@@ -11457,15 +10420,15 @@
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@@ -11484,8 +10447,11 @@
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+		<layer id="699" name="__module.model.layers.2.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -11499,7 +10465,7 @@
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-		<layer id="833" name="__module.model.layers.3.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="741" name="__module.model.layers.3.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12310,7 +11147,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="859">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -12318,23 +11155,7 @@
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 		</layer>
-		<layer id="834" name="Constant_131403" type="Const" version="opset1">
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+		<layer id="742" name="__module.model.layers.3.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12350,13 +11171,13 @@
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 			</output>
 		</layer>
-		<layer id="837" name="__module.model.layers.3.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="743" name="__module.model.layers.3.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="838" name="__module.model.layers.3.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="744" name="__module.model.layers.3.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -12366,10 +11187,10 @@
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 			</input>
 			<output>
-				<port id="3" precision="I64" names="918,923" />
+				<port id="3" precision="I64" names="860,865" />
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 		</layer>
-		<layer id="839" name="__module.model.layers.3.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="745" name="__module.model.layers.3.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -12379,23 +11200,23 @@
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 		</layer>
-		<layer id="840" name="__module.model.layers.3.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="746" name="__module.model.layers.3.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="862,863,867,868" />
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 		</layer>
-		<layer id="841" name="Constant_157843" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="747" name="Constant_139115" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="842" name="__module.model.layers.3.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="748" name="__module.model.layers.3.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -12409,53 +11230,31 @@
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 			</output>
 		</layer>
-		<layer id="843" name="Constant_131401" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="749" name="__module.model.layers.3.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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 		</layer>
-		<layer id="845" name="Constant_131407" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="750" name="__module.model.layers.3.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 		</layer>
-		<layer id="846" name="Constant_131410" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="751" name="__module.model.layers.3.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="752" name="__module.model.layers.3.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -12464,17 +11263,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="869,x2.13">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -12482,8 +11284,8 @@
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 			</output>
 		</layer>
-		<layer id="848" name="Constant_152013" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="753" name="Constant_184030" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -12493,7 +11295,7 @@
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 			</output>
 		</layer>
-		<layer id="849" name="__module.model.layers.3.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="754" name="__module.model.layers.3.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12510,7 +11312,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="928">
+				<port id="2" precision="FP32" names="870">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -12518,24 +11320,31 @@
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 			</output>
 		</layer>
-		<layer id="850" name="Constant_131455" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="755" name="__module.model.layers.3.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 		</layer>
-		<layer id="851" name="Constant_131460" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="756" name="__module.model.layers.3.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="757" name="__module.model.layers.3.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="852" name="__module.model.layers.3.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="758" name="__module.model.layers.3.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -12544,17 +11353,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="864">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -12562,7 +11374,7 @@
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 			</output>
 		</layer>
-		<layer id="853" name="__module.model.layers.3.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="759" name="__module.model.layers.3.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12579,7 +11391,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="930">
+				<port id="2" precision="FP32" names="872">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -12587,41 +11399,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="916,sin.23">
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="856" name="__module.model.layers.3.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="760" name="__module.model.layers.3.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12638,7 +11416,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="931">
+				<port id="2" precision="FP32" names="873">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -12646,7 +11424,7 @@
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 			</output>
 		</layer>
-		<layer id="857" name="__module.model.layers.3.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="761" name="__module.model.layers.3.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12663,7 +11441,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="932">
+				<port id="2" precision="FP32" names="874">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -12671,13 +11449,13 @@
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 			</output>
 		</layer>
-		<layer id="858" name="Constant_198425" type="Const" version="opset1">
+		<layer id="762" name="Constant_209630" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
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@@ -12685,7 +11463,7 @@
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 		</layer>
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@@ -12693,7 +11471,7 @@
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@@ -12701,7 +11479,7 @@
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 		</layer>
-		<layer id="862" name="Concat_198423" type="Concat" version="opset1">
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@@ -12723,7 +11501,7 @@
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 		</layer>
-		<layer id="863" name="Broadcast_198426" type="Broadcast" version="opset3">
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@@ -12740,7 +11518,7 @@
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-		<layer id="864" name="ReadValue_192129" type="ReadValue" version="opset6">
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@@ -12759,13 +11537,13 @@
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-		<layer id="866" name="Gather_185707" type="Gather" version="opset8">
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 			<input>
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@@ -12788,8 +11566,8 @@
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@@ -12798,7 +11576,7 @@
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 			<input>
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@@ -12815,8 +11593,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="723035488" size="102400" />
+		<layer id="773" name="self.model.layers.3.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -12825,7 +11603,7 @@
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 		</layer>
-		<layer id="870" name="Convert_205948" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -12842,7 +11620,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -12864,8 +11642,8 @@
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 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -12874,7 +11652,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -12896,7 +11674,7 @@
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 		</layer>
-		<layer id="874" name="Constant_205953" type="Const" version="opset1">
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@@ -12904,7 +11682,7 @@
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 			</output>
 		</layer>
-		<layer id="875" name="Reshape_205954" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12923,8 +11701,11 @@
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 			</output>
 		</layer>
-		<layer id="876" name="self.model.layers.3.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="780" name="__module.model.layers.3.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -12938,7 +11719,7 @@
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 		</layer>
-		<layer id="877" name="__module.model.layers.3.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -12952,14 +11733,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="878" name="Constant_161040" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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@@ -12967,7 +11748,7 @@
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 		</layer>
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 			<data special_zero="true" />
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@@ -12980,7 +11761,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -12988,7 +11769,7 @@
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 		</layer>
-		<layer id="880" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -12996,7 +11777,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13009,7 +11790,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -13017,7 +11798,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13034,7 +11815,7 @@
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+				<port id="2" precision="FP32" names="875">
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 					<dim>40</dim>
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@@ -13042,23 +11823,7 @@
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 			<data output_type="i64" />
 			<input>
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@@ -13074,13 +11839,13 @@
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 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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 		</layer>
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 			<data batch_dims="0" />
 			<input>
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@@ -13090,10 +11855,10 @@
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 			<output>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -13103,23 +11868,23 @@
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-		<layer id="889" name="__module.model.layers.3.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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 			<output>
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-		<layer id="890" name="Constant_157845" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="792" name="Constant_139116" type="Const" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -13133,53 +11898,31 @@
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-		<layer id="892" name="Constant_131501" type="Const" version="opset1">
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+		<layer id="794" name="__module.model.layers.3.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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 			<output>
 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="4" offset="177596620" size="32" />
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 			<output>
 				<port id="0" precision="I64">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13188,17 +11931,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -13206,8 +11952,8 @@
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -13217,7 +11963,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13234,7 +11980,7 @@
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -13242,24 +11988,31 @@
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+		<layer id="802" name="__module.model.layers.3.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
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+		<layer id="803" name="__module.model.layers.3.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
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@@ -13268,17 +12021,20 @@
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@@ -13311,7 +12067,7 @@
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+		<layer id="805" name="__module.model.layers.3.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
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@@ -13328,7 +12084,7 @@
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@@ -13353,7 +12109,7 @@
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@@ -13361,7 +12117,7 @@
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+		<layer id="807" name="__module.model.layers.3.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
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@@ -13386,13 +12142,13 @@
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@@ -13400,7 +12156,7 @@
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-		<layer id="908" name="Constant_198433" type="Const" version="opset1">
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@@ -13408,7 +12164,7 @@
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 		</layer>
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@@ -13416,7 +12172,7 @@
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 		</layer>
-		<layer id="910" name="Concat_198436" type="Concat" version="opset1">
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@@ -13438,7 +12194,7 @@
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 		</layer>
-		<layer id="911" name="Broadcast_198439" type="Broadcast" version="opset3">
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 			<input>
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@@ -13455,7 +12211,7 @@
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 		</layer>
-		<layer id="912" name="ReadValue_192131" type="ReadValue" version="opset6">
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@@ -13474,13 +12230,13 @@
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 			</output>
 		</layer>
-		<layer id="913" name="Constant_185709" type="Const" version="opset1">
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-		<layer id="914" name="Gather_185710" type="Gather" version="opset8">
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 			<input>
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@@ -13503,8 +12259,8 @@
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 		</layer>
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-			<data element_type="u4" shape="5120, 40, 128" offset="723547488" size="13107200" />
+		<layer id="817" name="self.model.layers.3.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="685715680" size="13107200" />
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -13513,7 +12269,7 @@
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 			</output>
 		</layer>
-		<layer id="916" name="Convert_205957" type="Convert" version="opset1">
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@@ -13530,8 +12286,8 @@
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 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="736654688" size="102400" />
+		<layer id="819" name="self.model.layers.3.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="698822880" size="102400" />
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -13540,7 +12296,7 @@
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 			</output>
 		</layer>
-		<layer id="918" name="Convert_205959" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -13557,7 +12313,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -13579,8 +12335,8 @@
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 		</layer>
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-			<data element_type="f16" shape="5120, 40, 1" offset="736757088" size="409600" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="698925280" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -13589,7 +12345,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -13611,7 +12367,7 @@
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 		</layer>
-		<layer id="922" name="Constant_205964" type="Const" version="opset1">
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 			<output>
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@@ -13619,7 +12375,7 @@
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 		</layer>
-		<layer id="923" name="Reshape_205965" type="Reshape" version="opset1">
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 			<input>
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@@ -13638,8 +12394,11 @@
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 		</layer>
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -13653,7 +12412,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -13667,14 +12426,14 @@
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-		<layer id="926" name="Constant_161041" type="Const" version="opset1">
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@@ -13682,7 +12441,7 @@
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 			<data special_zero="true" />
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@@ -13695,7 +12454,7 @@
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -13703,7 +12462,7 @@
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-		<layer id="928" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -13711,7 +12470,7 @@
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@@ -13724,7 +12483,7 @@
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@@ -13732,7 +12491,7 @@
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@@ -13757,206 +12516,7 @@
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@@ -14132,8 +12692,8 @@
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@@ -14142,7 +12702,7 @@
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@@ -14159,7 +12719,7 @@
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@@ -14181,8 +12741,8 @@
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@@ -14191,7 +12751,7 @@
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@@ -14213,7 +12773,7 @@
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@@ -14221,7 +12781,7 @@
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@@ -14240,8 +12800,11 @@
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 			<data destination_type="f32" />
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@@ -14255,13 +12818,13 @@
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@@ -14308,7 +12871,7 @@
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@@ -14502,7 +13065,7 @@
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-		<layer id="981" name="Convert_206001" type="Convert" version="opset1">
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@@ -14519,8 +13082,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="786195808" size="276480" />
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+			<data element_type="u4" shape="13824, 40, 1" offset="748364000" size="276480" />
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@@ -14529,7 +13092,7 @@
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-		<layer id="983" name="Convert_206003" type="Convert" version="opset1">
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@@ -14546,7 +13109,7 @@
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@@ -14568,8 +13131,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="786472288" size="1105920" />
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 				<port id="0" precision="FP16">
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@@ -14578,7 +13141,7 @@
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@@ -14600,15 +13163,15 @@
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-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="873" name="Constant_234946" type="Const" version="opset1">
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-		<layer id="988" name="Reshape_206009" type="Reshape" version="opset1">
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 			<input>
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@@ -14627,8 +13190,11 @@
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-		<layer id="989" name="self.model.layers.3.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="875" name="__module.model.layers.3.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 				<port id="0" precision="FP16">
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@@ -14642,7 +13208,7 @@
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@@ -14656,14 +13222,14 @@
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 			<output>
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@@ -14672,15 +13238,15 @@
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@@ -14689,7 +13255,7 @@
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@@ -14706,8 +13272,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="822967648" size="276480" />
+		<layer id="880" name="self.model.layers.3.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
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@@ -14716,7 +13282,7 @@
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@@ -14733,7 +13299,7 @@
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@@ -14755,8 +13321,8 @@
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 				<port id="0" precision="FP16">
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@@ -14765,7 +13331,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -14787,15 +13353,15 @@
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-		<layer id="1000" name="Reshape_205998" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -14814,8 +13380,11 @@
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-		<layer id="1001" name="self.model.layers.3.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="887" name="__module.model.layers.3.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -14829,7 +13398,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -14843,14 +13412,14 @@
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+		<layer id="889" name="__module.model.layers.3.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -14865,15 +13434,15 @@
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 					<dim>13824</dim>
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@@ -14882,7 +13451,7 @@
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 			<input>
 				<port id="0" precision="U4">
@@ -14899,8 +13468,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="859739488" size="276480" />
+		<layer id="892" name="self.model.layers.3.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -14909,7 +13478,7 @@
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 			<input>
 				<port id="0" precision="U4">
@@ -14926,7 +13495,7 @@
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 			<input>
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@@ -14948,8 +13517,8 @@
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 				<port id="0" precision="FP16">
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@@ -14958,7 +13527,7 @@
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@@ -14980,15 +13549,15 @@
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 			<data special_zero="false" />
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@@ -15007,8 +13576,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -15022,7 +13594,7 @@
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@@ -15075,7 +13647,7 @@
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@@ -15193,7 +13765,7 @@
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@@ -15252,101 +13824,141 @@
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 			<input>
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 			<output>
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-			<data element_type="u8" shape="5120, 1" offset="887356768" size="5120" />
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 			<data destination_type="f16" />
 			<input>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
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+		<layer id="918" name="self.model.layers.4.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<input>
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 				<port id="1" precision="FP16">
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 			<output>
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<input>
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+		<layer id="921" name="Constant_236226" type="Const" version="opset1">
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+		<layer id="922" name="Reshape_236227" type="Reshape" version="opset1">
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+				<port id="0" precision="FP16">
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 			<output>
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@@ -15354,8 +13966,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -15369,7 +13984,7 @@
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@@ -15383,14 +13998,14 @@
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@@ -15398,7 +14013,7 @@
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@@ -15411,7 +14026,7 @@
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@@ -15427,7 +14042,7 @@
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@@ -15440,7 +14055,7 @@
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@@ -15600,7 +14080,7 @@
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 		</layer>
-		<layer id="1053" name="__module.model.layers.4.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="931" name="__module.model.layers.4.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1054" name="__module.model.layers.4.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="932" name="__module.model.layers.4.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -15656,10 +14120,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1066,1071" />
+				<port id="3" precision="I64" names="982,987" />
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 		</layer>
-		<layer id="1055" name="__module.model.layers.4.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="933" name="__module.model.layers.4.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -15669,23 +14133,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1056" name="__module.model.layers.4.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="934" name="__module.model.layers.4.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1068,1069,1073,1074" />
+				<port id="1" precision="I64" names="984,985,989,990" />
 			</output>
 		</layer>
-		<layer id="1057" name="Constant_157847" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="935" name="Constant_139120" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1058" name="__module.model.layers.4.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="936" name="__module.model.layers.4.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -15699,53 +14163,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1059" name="Constant_131613" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="937" name="__module.model.layers.4.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="1060" name="ScatterUpdate_131616" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="1061" name="Constant_131619" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="938" name="__module.model.layers.4.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1062" name="Constant_131622" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="939" name="__module.model.layers.4.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1063" name="__module.model.layers.4.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="940" name="__module.model.layers.4.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -15754,17 +14196,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1075,x2.17">
+				<port id="5" precision="FP32" names="991,x2.17">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -15772,8 +14217,8 @@
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 			</output>
 		</layer>
-		<layer id="1064" name="Constant_152023" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="941" name="Constant_184040" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -15783,7 +14228,7 @@
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 			</output>
 		</layer>
-		<layer id="1065" name="__module.model.layers.4.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="942" name="__module.model.layers.4.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15800,7 +14245,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1076">
+				<port id="2" precision="FP32" names="992">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -15808,24 +14253,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1066" name="Constant_131667" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="943" name="__module.model.layers.4.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1067" name="Constant_131672" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="944" name="__module.model.layers.4.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1068" name="__module.model.layers.4.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="945" name="__module.model.layers.4.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="946" name="__module.model.layers.4.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -15834,17 +14286,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1070">
+				<port id="5" precision="FP32" names="986">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -15852,7 +14307,7 @@
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 			</output>
 		</layer>
-		<layer id="1069" name="__module.model.layers.4.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="947" name="__module.model.layers.4.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15869,7 +14324,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1078">
+				<port id="2" precision="FP32" names="994">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -15877,41 +14332,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1070" name="__module.model.layers.4.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32" names="1057,1059,1062,sin.25,sin.27">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1071" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="1064,sin.29">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1072" name="__module.model.layers.4.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="948" name="__module.model.layers.4.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15928,7 +14349,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1079">
+				<port id="2" precision="FP32" names="995">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -15936,7 +14357,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1073" name="__module.model.layers.4.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="949" name="__module.model.layers.4.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15953,7 +14374,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1080">
+				<port id="2" precision="FP32" names="996">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -15961,13 +14382,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1074" name="Constant_198451" type="Const" version="opset1">
+		<layer id="950" name="Constant_209656" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1075" name="Constant_198444" type="Const" version="opset1">
+		<layer id="951" name="Constant_209649" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -15975,7 +14396,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1076" name="Constant_198446" type="Const" version="opset1">
+		<layer id="952" name="Constant_209651" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -15983,7 +14404,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1077" name="Constant_198448" type="Const" version="opset1">
+		<layer id="953" name="Constant_209653" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -15991,7 +14412,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1078" name="Concat_198449" type="Concat" version="opset1">
+		<layer id="954" name="Concat_209654" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -16013,7 +14434,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1079" name="Broadcast_198452" type="Broadcast" version="opset3">
+		<layer id="955" name="Broadcast_209657" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -16030,7 +14451,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1080" name="ReadValue_192173" type="ReadValue" version="opset6">
+		<layer id="956" name="ReadValue_206031" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.4.keypresent.4.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16049,13 +14470,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1081" name="Constant_185712" type="Const" version="opset1">
+		<layer id="957" name="Constant_202223" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1082" name="Gather_185713" type="Gather" version="opset8">
+		<layer id="958" name="Gather_202224" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16078,8 +14499,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1083" name="self.model.layers.4.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="887372128" size="13107200" />
+		<layer id="959" name="self.model.layers.4.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="836929760" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -16088,7 +14509,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1084" name="Convert_206023" type="Convert" version="opset1">
+		<layer id="960" name="Convert_236209" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -16105,8 +14526,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1085" name="self.model.layers.4.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="900479328" size="102400" />
+		<layer id="961" name="self.model.layers.4.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="850036960" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -16115,7 +14536,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1086" name="Convert_206025" type="Convert" version="opset1">
+		<layer id="962" name="Convert_236211" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -16132,7 +14553,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1087" name="self.model.layers.4.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="963" name="self.model.layers.4.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -16154,8 +14575,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1088" name="self.model.layers.4.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="900581728" size="409600" />
+		<layer id="964" name="self.model.layers.4.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="850139360" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -16164,7 +14585,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1089" name="self.model.layers.4.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="965" name="self.model.layers.4.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -16186,7 +14607,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1090" name="Constant_206030" type="Const" version="opset1">
+		<layer id="966" name="Constant_236216" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -16194,7 +14615,7 @@
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@@ -16213,8 +14634,11 @@
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-		<layer id="1092" name="self.model.layers.4.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="968" name="__module.model.layers.4.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
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 					<dim>5120</dim>
@@ -16228,7 +14652,7 @@
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-		<layer id="1093" name="__module.model.layers.4.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -16242,14 +14666,14 @@
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 					<dim>5120</dim>
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-		<layer id="1094" name="Constant_161043" type="Const" version="opset1">
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@@ -16257,7 +14681,7 @@
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-		<layer id="1095" name="__module.model.layers.4.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="971" name="__module.model.layers.4.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -16270,7 +14694,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="974">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -16278,7 +14702,7 @@
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-		<layer id="1096" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="972" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -16286,7 +14710,7 @@
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 		</layer>
-		<layer id="1097" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="973" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16299,7 +14723,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1034,k.9">
+				<port id="2" precision="FP32" names="975,k.9">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -16307,7 +14731,7 @@
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 			</output>
 		</layer>
-		<layer id="1098" name="__module.model.layers.4.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="974" name="__module.model.layers.4.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16324,7 +14748,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="997">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -16332,23 +14756,7 @@
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-		<layer id="1099" name="Constant_131715" type="Const" version="opset1">
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-		<layer id="1100" name="Constant_131714" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="1101" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="975" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16364,13 +14772,13 @@
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 			</output>
 		</layer>
-		<layer id="1102" name="__module.model.layers.4.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="976" name="__module.model.layers.4.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1103" name="__module.model.layers.4.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="977" name="__module.model.layers.4.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -16380,10 +14788,10 @@
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 			</input>
 			<output>
-				<port id="3" precision="I64" names="1082,1087" />
+				<port id="3" precision="I64" names="1003,998" />
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 		</layer>
-		<layer id="1104" name="__module.model.layers.4.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="978" name="__module.model.layers.4.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -16393,23 +14801,23 @@
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 			</output>
 		</layer>
-		<layer id="1105" name="__module.model.layers.4.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="979" name="__module.model.layers.4.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1084,1085,1089,1090" />
+				<port id="1" precision="I64" names="1000,1001,1005,1006" />
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 		</layer>
-		<layer id="1106" name="Constant_157849" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="980" name="Constant_139121" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="1107" name="__module.model.layers.4.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="981" name="__module.model.layers.4.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -16423,53 +14831,31 @@
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 			</output>
 		</layer>
-		<layer id="1108" name="Constant_131713" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="982" name="__module.model.layers.4.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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 		</layer>
-		<layer id="1110" name="Constant_131719" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="983" name="__module.model.layers.4.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="1111" name="Constant_131722" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="984" name="__module.model.layers.4.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="985" name="__module.model.layers.4.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16478,17 +14864,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -16496,8 +14885,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="986" name="Constant_184041" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -16507,7 +14896,7 @@
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 			</output>
 		</layer>
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+		<layer id="987" name="__module.model.layers.4.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16524,7 +14913,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1008">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -16532,24 +14921,31 @@
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 		</layer>
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-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="988" name="__module.model.layers.4.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 		</layer>
-		<layer id="1116" name="Constant_131772" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="989" name="__module.model.layers.4.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="990" name="__module.model.layers.4.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="991" name="__module.model.layers.4.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16558,17 +14954,20 @@
 					<dim>128</dim>
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 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -16576,7 +14975,7 @@
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 		</layer>
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 			<input>
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@@ -16593,7 +14992,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -16601,7 +15000,7 @@
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+		<layer id="993" name="__module.model.layers.4.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16618,7 +15017,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -16626,7 +15025,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16643,7 +15042,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -16651,7 +15050,7 @@
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 			</output>
 		</layer>
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 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16676,13 +15075,13 @@
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 			</output>
 		</layer>
-		<layer id="1122" name="Constant_198464" type="Const" version="opset1">
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 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="1123" name="Constant_198457" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -16690,7 +15089,7 @@
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 			</output>
 		</layer>
-		<layer id="1124" name="Constant_198459" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -16698,7 +15097,7 @@
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 			</output>
 		</layer>
-		<layer id="1125" name="Constant_198461" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -16706,7 +15105,7 @@
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 			</output>
 		</layer>
-		<layer id="1126" name="Concat_198462" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -16728,7 +15127,7 @@
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-		<layer id="1127" name="Broadcast_198465" type="Broadcast" version="opset3">
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@@ -16745,7 +15144,7 @@
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@@ -16764,13 +15163,13 @@
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 		</layer>
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@@ -16793,94 +15192,134 @@
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 		</layer>
-		<layer id="1132" name="Convert_206035" type="Convert" version="opset1">
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 			<input>
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 			<output>
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-			<data element_type="u8" shape="5120, 1" offset="927205728" size="5120" />
+		<layer id="1007" name="self.model.layers.4.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="863656160" size="102400" />
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+					<dim>40</dim>
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 			</output>
 		</layer>
-		<layer id="1134" name="Convert_206038" type="Convert" version="opset1">
+		<layer id="1008" name="Convert_236201" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
-		<layer id="1135" name="self.model.layers.4.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1009" name="self.model.layers.4.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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+					<dim>40</dim>
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 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="927210848" size="10240" />
+		<layer id="1010" name="self.model.layers.4.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="863758560" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
-		<layer id="1137" name="self.model.layers.4.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1011" name="self.model.layers.4.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1012" name="Constant_236206" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1013" name="Reshape_236207" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -16888,8 +15327,11 @@
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 			</output>
 		</layer>
-		<layer id="1138" name="self.model.layers.4.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1014" name="__module.model.layers.4.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -16903,7 +15345,7 @@
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 			</output>
 		</layer>
-		<layer id="1139" name="__module.model.layers.4.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1015" name="__module.model.layers.4.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -16917,14 +15359,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="1140" name="Constant_161044" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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 				<port id="0" precision="I64">
@@ -16932,7 +15374,7 @@
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 			</output>
 		</layer>
-		<layer id="1141" name="__module.model.layers.4.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1017" name="__module.model.layers.4.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16945,7 +15387,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="977">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -16953,7 +15395,7 @@
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 		</layer>
-		<layer id="1142" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1018" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -16961,7 +15403,7 @@
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 			</output>
 		</layer>
-		<layer id="1143" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1019" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16974,7 +15416,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="978">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -16982,7 +15424,7 @@
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 		</layer>
-		<layer id="1144" name="__module.model.layers.4.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1020" name="__module.model.layers.4.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -17007,206 +15449,7 @@
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 		</layer>
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-		<layer id="1151" name="Gather_158335" type="Gather" version="opset8">
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-		<layer id="1153" name="Constant_158337" type="Const" version="opset1">
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 			<data causal="false" />
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@@ -17235,7 +15478,7 @@
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 					<dim>-1</dim>
 					<dim>40</dim>
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@@ -17243,7 +15486,7 @@
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@@ -17251,7 +15494,7 @@
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@@ -17264,7 +15507,7 @@
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 					<dim>-1</dim>
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@@ -17272,7 +15515,7 @@
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@@ -17287,21 +15530,21 @@
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-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="1025" name="Constant_176733" type="Const" version="opset1">
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-		<layer id="1166" name="Constant_126817" type="Const" version="opset1">
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-		<layer id="1167" name="Gather_126818" type="Gather" version="opset8">
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@@ -17318,7 +15561,7 @@
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+		<layer id="1028" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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@@ -17329,12 +15572,12 @@
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+		<layer id="1029" name="__module.model.layers.4.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
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@@ -17348,15 +15591,15 @@
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-			<data element_type="u4" shape="5120, 40, 128" offset="927221088" size="13107200" />
+		<layer id="1030" name="self.model.layers.4.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="864168160" size="13107200" />
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@@ -17365,7 +15608,7 @@
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 		</layer>
-		<layer id="1171" name="Convert_206056" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -17382,8 +15625,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="940328288" size="102400" />
+		<layer id="1032" name="self.model.layers.4.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="877275360" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -17392,7 +15635,7 @@
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 			</output>
 		</layer>
-		<layer id="1173" name="Convert_206058" type="Convert" version="opset1">
+		<layer id="1033" name="Convert_236231" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -17409,7 +15652,7 @@
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-		<layer id="1174" name="self.model.layers.4.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1034" name="self.model.layers.4.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -17431,8 +15674,8 @@
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-			<data element_type="f16" shape="5120, 40, 1" offset="940430688" size="409600" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="877377760" size="409600" />
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 				<port id="0" precision="FP16">
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@@ -17441,7 +15684,7 @@
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 		</layer>
-		<layer id="1176" name="self.model.layers.4.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -17463,7 +15706,7 @@
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 		</layer>
-		<layer id="1177" name="Constant_206063" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
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@@ -17471,7 +15714,7 @@
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 			</output>
 		</layer>
-		<layer id="1178" name="Reshape_206064" type="Reshape" version="opset1">
+		<layer id="1038" name="Reshape_236237" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17490,8 +15733,11 @@
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 			</output>
 		</layer>
-		<layer id="1179" name="self.model.layers.4.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1039" name="__module.model.layers.4.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -17505,13 +15751,13 @@
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 		</layer>
-		<layer id="1180" name="__module.model.layers.4.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1040" name="__module.model.layers.4.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -17519,14 +15765,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1028,1030,hidden_states.117">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="1181" name="__module.model.layers.4/aten::add/Add" type="Add" version="opset1">
+		<layer id="1041" name="__module.model.layers.4/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17541,15 +15787,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1117,1119,1130,hidden_states.119,hidden_states.121">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="1182" name="Constant_152028" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="940840288" size="20480" />
+		<layer id="1042" name="Constant_184045" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 5120" offset="877787360" size="20480" />
 			<output>
 				<port id="0" precision="FP32">
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@@ -17558,7 +15804,7 @@
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 			</output>
 		</layer>
-		<layer id="1183" name="Constant_152027" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
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@@ -17568,7 +15814,7 @@
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 			</output>
 		</layer>
-		<layer id="1184" name="Constant_152025" type="Const" version="opset1">
+		<layer id="1044" name="Constant_184042" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
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@@ -17578,7 +15824,7 @@
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 		</layer>
-		<layer id="1185" name="__module.model.layers.4.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1045" name="__module.model.layers.4.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -17593,22 +15839,22 @@
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 			</input>
 			<output>
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 					<dim>5120</dim>
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 		</layer>
-		<layer id="1186" name="Constant_2740" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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 		</layer>
-		<layer id="1187" name="__module.model.layers.4.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1047" name="__module.model.layers.4.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17621,14 +15867,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1038,variance.19">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1188" name="Constant_152026" type="Const" version="opset1">
+		<layer id="1048" name="Constant_184043" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -17638,7 +15884,7 @@
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 			</output>
 		</layer>
-		<layer id="1189" name="__module.model.layers.4.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="1049" name="__module.model.layers.4.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -17653,14 +15899,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1123">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1190" name="__module.model.layers.4.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1050" name="__module.model.layers.4.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17676,7 +15922,7 @@
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 			</output>
 		</layer>
-		<layer id="1191" name="__module.model.layers.4.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1051" name="__module.model.layers.4.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17691,14 +15937,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1124">
+				<port id="2" precision="FP32" names="1040">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1192" name="__module.model.layers.4.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1052" name="__module.model.layers.4.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17713,14 +15959,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1125,1126,hidden_states.123,hidden_states.125">
+				<port id="2" precision="FP32" names="1041,1042,hidden_states.123,hidden_states.125">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="1193" name="__module.model.layers.4.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1053" name="__module.model.layers.4.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17735,15 +15981,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="1194" name="self.model.layers.4.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 128" offset="940860768" size="35389440" />
+		<layer id="1054" name="self.model.layers.4.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="877807840" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -17752,7 +15998,7 @@
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 		</layer>
-		<layer id="1195" name="Convert_206078" type="Convert" version="opset1">
+		<layer id="1055" name="Convert_234969" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -17769,8 +16015,8 @@
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 		</layer>
-		<layer id="1196" name="self.model.layers.4.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="976250208" size="276480" />
+		<layer id="1056" name="self.model.layers.4.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="913197280" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -17779,7 +16025,7 @@
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-		<layer id="1197" name="Convert_206080" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -17796,7 +16042,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17818,8 +16064,8 @@
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -17828,7 +16074,7 @@
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-		<layer id="1200" name="self.model.layers.4.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -17850,15 +16096,15 @@
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+		<layer id="1061" name="Constant_234976" type="Const" version="opset1">
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-		<layer id="1202" name="Reshape_206086" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17877,8 +16123,11 @@
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-		<layer id="1203" name="self.model.layers.4.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1063" name="__module.model.layers.4.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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-		<layer id="1209" name="Convert_206071" type="Convert" version="opset1">
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+		<layer id="1073" name="Constant_234966" type="Const" version="opset1">
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@@ -18024,8 +16313,11 @@
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+		<layer id="1075" name="__module.model.layers.4.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
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+			<rt_info>
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@@ -18109,8 +16401,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="1083842400" size="276480" />
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@@ -18217,8 +16509,11 @@
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 			<data destination_type="f32" />
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@@ -18479,7 +16774,7 @@
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@@ -18496,8 +16791,8 @@
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@@ -18506,7 +16801,7 @@
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@@ -18523,7 +16818,7 @@
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@@ -18545,8 +16840,8 @@
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@@ -18555,7 +16850,7 @@
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@@ -18577,7 +16872,7 @@
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@@ -18585,7 +16880,7 @@
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@@ -18604,8 +16899,11 @@
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 			<data destination_type="f32" />
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@@ -18619,7 +16917,7 @@
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@@ -18648,7 +16946,7 @@
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@@ -18669,7 +16967,7 @@
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@@ -18677,7 +16975,7 @@
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@@ -18850,7 +17013,7 @@
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@@ -18890,13 +17037,13 @@
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@@ -18949,53 +17096,31 @@
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+		<layer id="1126" name="__module.model.layers.5.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1276" name="Constant_131834" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1127" name="__module.model.layers.5.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1128" name="__module.model.layers.5.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19004,17 +17129,20 @@
 					<dim>128</dim>
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 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1113,x2.21">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19022,8 +17150,8 @@
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 		</layer>
-		<layer id="1278" name="Constant_152033" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="1129" name="Constant_184050" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -19033,7 +17161,7 @@
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 			</output>
 		</layer>
-		<layer id="1279" name="__module.model.layers.5.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1130" name="__module.model.layers.5.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19050,7 +17178,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1224">
+				<port id="2" precision="FP32" names="1114">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19058,24 +17186,31 @@
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 			</output>
 		</layer>
-		<layer id="1280" name="Constant_131879" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="1131" name="__module.model.layers.5.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1281" name="Constant_131884" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1132" name="__module.model.layers.5.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1282" name="__module.model.layers.5.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1133" name="__module.model.layers.5.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1134" name="__module.model.layers.5.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19084,17 +17219,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1108">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19102,7 +17240,7 @@
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 			</output>
 		</layer>
-		<layer id="1283" name="__module.model.layers.5.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1135" name="__module.model.layers.5.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19119,7 +17257,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1226">
+				<port id="2" precision="FP32" names="1116">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19127,41 +17265,7 @@
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 			</output>
 		</layer>
-		<layer id="1284" name="__module.model.layers.5.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="1285" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="1212,sin.35">
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="1286" name="__module.model.layers.5.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1136" name="__module.model.layers.5.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19178,7 +17282,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1227">
+				<port id="2" precision="FP32" names="1117">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19186,7 +17290,7 @@
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 			</output>
 		</layer>
-		<layer id="1287" name="__module.model.layers.5.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1137" name="__module.model.layers.5.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19203,7 +17307,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1228">
+				<port id="2" precision="FP32" names="1118">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19211,13 +17315,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1288" name="Constant_198477" type="Const" version="opset1">
+		<layer id="1138" name="Constant_209682" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1289" name="Constant_198470" type="Const" version="opset1">
+		<layer id="1139" name="Constant_209675" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -19225,7 +17329,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1290" name="Constant_198472" type="Const" version="opset1">
+		<layer id="1140" name="Constant_209677" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -19233,7 +17337,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1291" name="Constant_198474" type="Const" version="opset1">
+		<layer id="1141" name="Constant_209679" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -19241,7 +17345,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1292" name="Concat_198475" type="Concat" version="opset1">
+		<layer id="1142" name="Concat_209680" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -19263,7 +17367,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1293" name="Broadcast_198478" type="Broadcast" version="opset3">
+		<layer id="1143" name="Broadcast_209683" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -19280,7 +17384,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1294" name="ReadValue_192177" type="ReadValue" version="opset6">
+		<layer id="1144" name="ReadValue_206035" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.5.keypresent.5.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19299,13 +17403,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1295" name="Constant_185718" type="Const" version="opset1">
+		<layer id="1145" name="Constant_202229" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1296" name="Gather_185719" type="Gather" version="opset8">
+		<layer id="1146" name="Gather_202230" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19328,8 +17432,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 128" offset="1098864480" size="13107200" />
+		<layer id="1147" name="self.model.layers.5.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1001763040" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -19338,7 +17442,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1298" name="Convert_206100" type="Convert" version="opset1">
+		<layer id="1148" name="Convert_236249" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -19355,8 +17459,8 @@
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 			</output>
 		</layer>
-		<layer id="1299" name="self.model.layers.5.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="1111971680" size="102400" />
+		<layer id="1149" name="self.model.layers.5.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1014870240" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -19365,7 +17469,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1300" name="Convert_206102" type="Convert" version="opset1">
+		<layer id="1150" name="Convert_236251" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -19382,7 +17486,7 @@
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 			</output>
 		</layer>
-		<layer id="1301" name="self.model.layers.5.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1151" name="self.model.layers.5.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -19404,8 +17508,8 @@
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 			</output>
 		</layer>
-		<layer id="1302" name="self.model.layers.5.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="1112074080" size="409600" />
+		<layer id="1152" name="self.model.layers.5.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1014972640" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -19414,7 +17518,7 @@
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 			</output>
 		</layer>
-		<layer id="1303" name="self.model.layers.5.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1153" name="self.model.layers.5.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -19436,7 +17540,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1304" name="Constant_206107" type="Const" version="opset1">
+		<layer id="1154" name="Constant_236256" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -19444,7 +17548,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1305" name="Reshape_206108" type="Reshape" version="opset1">
+		<layer id="1155" name="Reshape_236257" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -19463,8 +17567,11 @@
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 			</output>
 		</layer>
-		<layer id="1306" name="self.model.layers.5.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1156" name="__module.model.layers.5.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -19478,7 +17585,7 @@
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 			</output>
 		</layer>
-		<layer id="1307" name="__module.model.layers.5.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1157" name="__module.model.layers.5.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19492,14 +17599,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1174,key_states.15">
+				<port id="2" precision="FP32" names="1089,key_states.15">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1308" name="Constant_161046" type="Const" version="opset1">
+		<layer id="1158" name="Constant_191610" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -19507,7 +17614,7 @@
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 		</layer>
-		<layer id="1309" name="__module.model.layers.5.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1159" name="__module.model.layers.5.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19520,7 +17627,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1096">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -19528,7 +17635,7 @@
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 		</layer>
-		<layer id="1310" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1160" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -19536,7 +17643,7 @@
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 			</output>
 		</layer>
-		<layer id="1311" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1161" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19549,7 +17656,7 @@
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 			<output>
-				<port id="2" precision="FP32" names="1182,k.11">
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19557,7 +17664,7 @@
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 			</output>
 		</layer>
-		<layer id="1312" name="__module.model.layers.5.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1162" name="__module.model.layers.5.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19574,7 +17681,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1229">
+				<port id="2" precision="FP32" names="1119">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19582,23 +17689,7 @@
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 			</output>
 		</layer>
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-		</layer>
-		<layer id="1315" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="1163" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19614,13 +17705,13 @@
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 			</output>
 		</layer>
-		<layer id="1316" name="__module.model.layers.5.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="1164" name="__module.model.layers.5.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1317" name="__module.model.layers.5.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1165" name="__module.model.layers.5.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -19630,10 +17721,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1230,1235" />
+				<port id="3" precision="I64" names="1120,1125" />
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 		</layer>
-		<layer id="1318" name="__module.model.layers.5.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="1166" name="__module.model.layers.5.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -19643,23 +17734,23 @@
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 			</output>
 		</layer>
-		<layer id="1319" name="__module.model.layers.5.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1167" name="__module.model.layers.5.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="1122,1123,1127,1128" />
 			</output>
 		</layer>
-		<layer id="1320" name="Constant_157853" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="1168" name="Constant_139126" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1321" name="__module.model.layers.5.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="1169" name="__module.model.layers.5.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -19673,53 +17764,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1322" name="Constant_131925" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1170" name="__module.model.layers.5.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1324" name="Constant_131931" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="1171" name="__module.model.layers.5.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1325" name="Constant_131934" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1172" name="__module.model.layers.5.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1173" name="__module.model.layers.5.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19728,17 +17797,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19746,8 +17818,8 @@
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 			</output>
 		</layer>
-		<layer id="1327" name="Constant_152034" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="1174" name="Constant_184051" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -19757,7 +17829,7 @@
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 			</output>
 		</layer>
-		<layer id="1328" name="__module.model.layers.5.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1175" name="__module.model.layers.5.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19774,7 +17846,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1130">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19782,24 +17854,31 @@
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 			</output>
 		</layer>
-		<layer id="1329" name="Constant_131979" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="1176" name="__module.model.layers.5.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1330" name="Constant_131984" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1177" name="__module.model.layers.5.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1331" name="__module.model.layers.5.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1178" name="__module.model.layers.5.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1179" name="__module.model.layers.5.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19808,17 +17887,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1124">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19826,7 +17908,7 @@
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 			</output>
 		</layer>
-		<layer id="1332" name="__module.model.layers.5.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1180" name="__module.model.layers.5.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19843,7 +17925,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1242">
+				<port id="2" precision="FP32" names="1132">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19851,7 +17933,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1333" name="__module.model.layers.5.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1181" name="__module.model.layers.5.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19868,7 +17950,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1243">
+				<port id="2" precision="FP32" names="1133">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19876,7 +17958,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1334" name="__module.model.layers.5.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1182" name="__module.model.layers.5.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19893,7 +17975,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1244">
+				<port id="2" precision="FP32" names="1134">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -19901,7 +17983,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1335" name="__module.model.layers.5.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1183" name="__module.model.layers.5.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19926,13 +18008,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1336" name="Constant_198490" type="Const" version="opset1">
+		<layer id="1184" name="Constant_209669" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1337" name="Constant_198483" type="Const" version="opset1">
+		<layer id="1185" name="Constant_209662" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -19940,7 +18022,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1338" name="Constant_198485" type="Const" version="opset1">
+		<layer id="1186" name="Constant_209664" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -19948,7 +18030,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1339" name="Constant_198487" type="Const" version="opset1">
+		<layer id="1187" name="Constant_209666" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -19956,7 +18038,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1340" name="Concat_198488" type="Concat" version="opset1">
+		<layer id="1188" name="Concat_209667" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -19978,7 +18060,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1341" name="Broadcast_198491" type="Broadcast" version="opset3">
+		<layer id="1189" name="Broadcast_209670" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -19995,7 +18077,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1342" name="ReadValue_192179" type="ReadValue" version="opset6">
+		<layer id="1190" name="ReadValue_206037" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.5.valuepresent.5.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20014,13 +18096,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1343" name="Constant_185721" type="Const" version="opset1">
+		<layer id="1191" name="Constant_202232" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1344" name="Gather_185722" type="Gather" version="opset8">
+		<layer id="1192" name="Gather_202233" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20043,94 +18125,134 @@
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 			</output>
 		</layer>
-		<layer id="1345" name="self.model.layers.5.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="1112483680" size="26214400" />
+		<layer id="1193" name="self.model.layers.5.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1015382240" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1346" name="Convert_206112" type="Convert" version="opset1">
+		<layer id="1194" name="Convert_236239" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1347" name="self.model.layers.5.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="1138698080" size="5120" />
+		<layer id="1195" name="self.model.layers.5.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1028489440" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1348" name="Convert_206115" type="Convert" version="opset1">
+		<layer id="1196" name="Convert_236241" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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-			<data element_type="f16" shape="5120, 1" offset="1138703200" size="10240" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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+		<layer id="1199" name="self.model.layers.5.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="1200" name="Constant_236246" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="1201" name="Reshape_236247" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -20138,8 +18260,11 @@
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 		</layer>
-		<layer id="1352" name="self.model.layers.5.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1202" name="__module.model.layers.5.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -20153,7 +18278,7 @@
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 		</layer>
-		<layer id="1353" name="__module.model.layers.5.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1203" name="__module.model.layers.5.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -20167,14 +18292,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="1354" name="Constant_161047" type="Const" version="opset1">
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@@ -20182,7 +18307,7 @@
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 		</layer>
-		<layer id="1355" name="__module.model.layers.5.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1205" name="__module.model.layers.5.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -20195,7 +18320,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
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@@ -20203,7 +18328,7 @@
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 		</layer>
-		<layer id="1356" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1206" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -20211,7 +18336,7 @@
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 			</output>
 		</layer>
-		<layer id="1357" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1207" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -20224,7 +18349,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1100">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -20232,7 +18357,7 @@
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 		</layer>
-		<layer id="1358" name="__module.model.layers.5.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1208" name="__module.model.layers.5.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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 			<input>
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@@ -20257,206 +18382,7 @@
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-		<layer id="1367" name="Constant_158412" type="Const" version="opset1">
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-		<layer id="1375" name="__module.model.layers.5.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1209" name="__module.model.layers.5.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20485,7 +18411,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -20493,7 +18419,7 @@
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 			</output>
 		</layer>
-		<layer id="1376" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1210" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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 				<port id="0" precision="I32">
@@ -20501,7 +18427,7 @@
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 		</layer>
-		<layer id="1377" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20514,7 +18440,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -20522,7 +18448,7 @@
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 			</output>
 		</layer>
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20537,21 +18463,21 @@
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="1213" name="Constant_176743" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="1380" name="Constant_126827" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
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 		</layer>
-		<layer id="1381" name="Gather_126828" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -20568,7 +18494,7 @@
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 			</output>
 		</layer>
-		<layer id="1382" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="1216" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20579,12 +18505,12 @@
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 			</input>
 			<output>
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 		</layer>
-		<layer id="1383" name="__module.model.layers.5.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20598,15 +18524,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u4" shape="5120, 40, 128" offset="1138713440" size="13107200" />
+		<layer id="1218" name="self.model.layers.5.self_attn.o_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -20615,7 +18541,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1385" name="Convert_206133" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -20632,8 +18558,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="1151820640" size="102400" />
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@@ -20642,7 +18568,7 @@
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@@ -20659,7 +18585,7 @@
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@@ -20681,8 +18607,8 @@
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-			<data element_type="f16" shape="5120, 40, 1" offset="1151923040" size="409600" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="1042211040" size="409600" />
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@@ -20691,7 +18617,7 @@
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@@ -20713,7 +18639,7 @@
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-		<layer id="1391" name="Constant_206140" type="Const" version="opset1">
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@@ -20721,7 +18647,7 @@
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-		<layer id="1392" name="Reshape_206141" type="Reshape" version="opset1">
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@@ -20740,8 +18666,11 @@
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+		<layer id="1227" name="__module.model.layers.5.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
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@@ -20755,13 +18684,13 @@
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@@ -20769,14 +18698,14 @@
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@@ -20791,15 +18720,15 @@
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 					<dim>5120</dim>
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-			<data element_type="f32" shape="1, 1, 5120" offset="1152332640" size="20480" />
+		<layer id="1230" name="Constant_184055" type="Const" version="opset1">
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@@ -20808,7 +18737,7 @@
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-		<layer id="1397" name="Constant_152037" type="Const" version="opset1">
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@@ -20818,7 +18747,7 @@
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-		<layer id="1398" name="Constant_152035" type="Const" version="opset1">
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@@ -20828,7 +18757,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -20843,22 +18772,22 @@
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-		<layer id="1400" name="Constant_3233" type="Const" version="opset1">
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+		<layer id="1235" name="__module.model.layers.5.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -20871,14 +18800,14 @@
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 			<output>
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-		<layer id="1402" name="Constant_152036" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
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@@ -20888,7 +18817,7 @@
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+		<layer id="1237" name="__module.model.layers.5.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -20903,14 +18832,14 @@
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-		<layer id="1404" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1238" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -20926,7 +18855,7 @@
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 		</layer>
-		<layer id="1405" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1239" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -20941,14 +18870,14 @@
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+		<layer id="1240" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -20963,14 +18892,14 @@
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-		<layer id="1407" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -20985,15 +18914,15 @@
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 					<dim>5120</dim>
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-			<data element_type="u4" shape="13824, 40, 128" offset="1152353120" size="35389440" />
+		<layer id="1242" name="self.model.layers.5.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -21002,7 +18931,7 @@
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 		</layer>
-		<layer id="1409" name="Convert_206155" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -21019,8 +18948,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="1187742560" size="276480" />
+		<layer id="1244" name="self.model.layers.5.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="1078030560" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -21029,7 +18958,7 @@
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 		</layer>
-		<layer id="1411" name="Convert_206157" type="Convert" version="opset1">
+		<layer id="1245" name="Convert_235001" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -21046,7 +18975,7 @@
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 		</layer>
-		<layer id="1412" name="self.model.layers.5.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1246" name="self.model.layers.5.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21068,8 +18997,8 @@
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-		<layer id="1413" name="self.model.layers.5.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="1188019040" size="1105920" />
+		<layer id="1247" name="self.model.layers.5.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -21078,7 +19007,7 @@
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 		</layer>
-		<layer id="1414" name="self.model.layers.5.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1248" name="self.model.layers.5.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21100,15 +19029,15 @@
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-		<layer id="1415" name="Constant_206162" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="1249" name="Constant_235006" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
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-		<layer id="1416" name="Reshape_206163" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21127,8 +19056,11 @@
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 			</output>
 		</layer>
-		<layer id="1417" name="self.model.layers.5.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1251" name="__module.model.layers.5.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -21142,7 +19074,7 @@
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 		</layer>
-		<layer id="1418" name="__module.model.layers.5.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1252" name="__module.model.layers.5.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -21156,14 +19088,14 @@
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 			<output>
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 					<dim>13824</dim>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -21172,15 +19104,15 @@
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 					<dim>13824</dim>
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+		<layer id="1254" name="self.model.layers.5.mlp.up_proj.weight" type="Const" version="opset1">
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@@ -21189,7 +19121,7 @@
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-		<layer id="1421" name="Convert_206144" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -21206,8 +19138,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="1224514400" size="276480" />
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+			<data element_type="u4" shape="13824, 40, 1" offset="1114802400" size="276480" />
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 				<port id="0" precision="U4">
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@@ -21216,7 +19148,7 @@
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-		<layer id="1423" name="Convert_206146" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -21233,7 +19165,7 @@
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@@ -21255,8 +19187,8 @@
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@@ -21265,7 +19197,7 @@
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@@ -21287,15 +19219,15 @@
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@@ -21314,8 +19246,11 @@
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+		<layer id="1263" name="__module.model.layers.5.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
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@@ -21365,15 +19300,15 @@
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@@ -21382,7 +19317,7 @@
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@@ -21399,8 +19334,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="1261286240" size="276480" />
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@@ -21409,7 +19344,7 @@
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@@ -21426,7 +19361,7 @@
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@@ -21448,8 +19383,8 @@
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@@ -21458,7 +19393,7 @@
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@@ -21480,15 +19415,15 @@
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-		<layer id="1440" name="Reshape_206174" type="Reshape" version="opset1">
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@@ -21507,8 +19442,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -21522,7 +19460,7 @@
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+		<layer id="1278" name="Constant_184059" type="Const" version="opset1">
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@@ -21575,7 +19513,7 @@
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@@ -21585,7 +19523,7 @@
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-		<layer id="1446" name="Constant_152039" type="Const" version="opset1">
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@@ -21595,7 +19533,7 @@
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-		<layer id="1448" name="Constant_3304" type="Const" version="opset1">
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@@ -21655,7 +19593,7 @@
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@@ -21670,14 +19608,14 @@
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@@ -21693,7 +19631,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -21867,7 +19805,7 @@
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@@ -21894,8 +19832,11 @@
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+		<layer id="1299" name="__module.model.layers.6.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
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@@ -21909,7 +19850,7 @@
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@@ -21923,14 +19864,14 @@
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="1467" name="Constant_161048" type="Const" version="opset1">
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@@ -21938,7 +19879,7 @@
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 			<input>
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@@ -21951,7 +19892,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1215">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -21959,7 +19900,7 @@
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@@ -21967,7 +19908,7 @@
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 			</output>
 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21980,7 +19921,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1216,q.13">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -21988,142 +19929,7 @@
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-				<port id="0" precision="FP32">
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-				<port id="0" precision="FP32">
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-				<port id="0" precision="FP32">
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-			</output>
-		</layer>
-		<layer id="1479" name="__module.model.layers.6.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1305" name="__module.model.layers.6.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22140,7 +19946,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1225">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -22148,23 +19954,7 @@
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 			</output>
 		</layer>
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-		<layer id="1482" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="1306" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22180,13 +19970,13 @@
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 			</output>
 		</layer>
-		<layer id="1483" name="__module.model.layers.6.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="1307" name="__module.model.layers.6.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1484" name="__module.model.layers.6.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="1308" name="__module.model.layers.6.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -22196,10 +19986,10 @@
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 			</input>
 			<output>
-				<port id="3" precision="I64" names="1362,1367" />
+				<port id="3" precision="I64" names="1226,1231" />
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 		</layer>
-		<layer id="1485" name="__module.model.layers.6.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1309" name="__module.model.layers.6.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -22209,23 +19999,23 @@
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 			</output>
 		</layer>
-		<layer id="1486" name="__module.model.layers.6.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1310" name="__module.model.layers.6.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="1228,1229,1233,1234" />
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 		</layer>
-		<layer id="1487" name="Constant_157855" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="1311" name="Constant_139130" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1488" name="__module.model.layers.6.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="1312" name="__module.model.layers.6.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -22239,53 +20029,31 @@
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 			</output>
 		</layer>
-		<layer id="1489" name="Constant_132037" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1313" name="__module.model.layers.6.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="1314" name="__module.model.layers.6.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 		</layer>
-		<layer id="1492" name="Constant_132046" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1315" name="__module.model.layers.6.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1316" name="__module.model.layers.6.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -22294,17 +20062,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1371,x2.25">
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -22312,8 +20083,8 @@
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 			</output>
 		</layer>
-		<layer id="1494" name="Constant_152043" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="1317" name="Constant_184060" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -22323,7 +20094,7 @@
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 			</output>
 		</layer>
-		<layer id="1495" name="__module.model.layers.6.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1318" name="__module.model.layers.6.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22340,7 +20111,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1372">
+				<port id="2" precision="FP32" names="1236">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -22348,24 +20119,31 @@
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="1319" name="__module.model.layers.6.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 		</layer>
-		<layer id="1497" name="Constant_132096" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1320" name="__module.model.layers.6.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1321" name="__module.model.layers.6.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1498" name="__module.model.layers.6.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1322" name="__module.model.layers.6.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -22374,17 +20152,20 @@
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 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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@@ -22392,7 +20173,7 @@
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@@ -22409,7 +20190,7 @@
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 					<dim>40</dim>
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@@ -22417,41 +20198,7 @@
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+		<layer id="1324" name="__module.model.layers.6.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -22468,7 +20215,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -22476,7 +20223,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -22493,7 +20240,7 @@
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -22501,13 +20248,13 @@
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 			</output>
 		</layer>
-		<layer id="1504" name="Constant_198503" type="Const" version="opset1">
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-		<layer id="1505" name="Constant_198496" type="Const" version="opset1">
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 				<port id="0" precision="I64">
@@ -22515,7 +20262,7 @@
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 		</layer>
-		<layer id="1506" name="Constant_198498" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
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@@ -22523,7 +20270,7 @@
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 		</layer>
-		<layer id="1507" name="Constant_198500" type="Const" version="opset1">
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 				<port id="0" precision="I64">
@@ -22531,7 +20278,7 @@
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 			</output>
 		</layer>
-		<layer id="1508" name="Concat_198501" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
@@ -22553,7 +20300,7 @@
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 			</output>
 		</layer>
-		<layer id="1509" name="Broadcast_198504" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -22570,7 +20317,7 @@
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 			</output>
 		</layer>
-		<layer id="1510" name="ReadValue_192181" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.6.keypresent.6.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22589,13 +20336,13 @@
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 			</output>
 		</layer>
-		<layer id="1511" name="Constant_185724" type="Const" version="opset1">
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 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="1512" name="Gather_185725" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22618,8 +20365,8 @@
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 		</layer>
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -22628,7 +20375,7 @@
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 			</output>
 		</layer>
-		<layer id="1514" name="Convert_206177" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -22645,8 +20392,8 @@
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 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="1289415520" size="102400" />
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+			<data element_type="u4" shape="5120, 40, 1" offset="1179703520" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -22655,7 +20402,7 @@
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 			</output>
 		</layer>
-		<layer id="1516" name="Convert_206179" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -22672,7 +20419,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22694,8 +20441,8 @@
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -22704,7 +20451,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22726,7 +20473,7 @@
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 			</output>
 		</layer>
-		<layer id="1520" name="Constant_206184" type="Const" version="opset1">
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 			<output>
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@@ -22734,7 +20481,7 @@
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 		</layer>
-		<layer id="1521" name="Reshape_206185" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22753,8 +20500,11 @@
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 		</layer>
-		<layer id="1522" name="self.model.layers.6.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1344" name="__module.model.layers.6.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -22768,7 +20518,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -22782,14 +20532,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="1524" name="Constant_161049" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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@@ -22797,7 +20547,7 @@
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 			<data special_zero="true" />
 			<input>
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@@ -22810,7 +20560,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1218">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -22818,7 +20568,7 @@
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@@ -22826,7 +20576,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -22839,7 +20589,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -22847,7 +20597,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -22864,7 +20614,7 @@
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 					<dim>40</dim>
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@@ -22872,23 +20622,7 @@
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22904,13 +20638,13 @@
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@@ -22920,10 +20654,10 @@
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 			<output>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -22933,23 +20667,23 @@
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 			<data special_zero="false" />
 			<input>
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@@ -22963,53 +20697,31 @@
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-		<layer id="1540" name="Constant_132143" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="1359" name="__module.model.layers.6.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="1541" name="Constant_132146" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1360" name="__module.model.layers.6.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1542" name="__module.model.layers.6.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1361" name="__module.model.layers.6.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23018,17 +20730,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1387,x2.27">
+				<port id="5" precision="FP32" names="1251,x2.27">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -23036,8 +20751,8 @@
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 		</layer>
-		<layer id="1543" name="Constant_152044" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="1362" name="Constant_184061" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -23047,7 +20762,7 @@
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 			</output>
 		</layer>
-		<layer id="1544" name="__module.model.layers.6.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1363" name="__module.model.layers.6.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23064,7 +20779,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1388">
+				<port id="2" precision="FP32" names="1252">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -23072,24 +20787,31 @@
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 			</output>
 		</layer>
-		<layer id="1545" name="Constant_132191" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="1364" name="__module.model.layers.6.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1546" name="Constant_132196" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1365" name="__module.model.layers.6.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1547" name="__module.model.layers.6.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1366" name="__module.model.layers.6.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1367" name="__module.model.layers.6.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23098,17 +20820,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1382">
+				<port id="5" precision="FP32" names="1246">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -23116,7 +20841,7 @@
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 			</output>
 		</layer>
-		<layer id="1548" name="__module.model.layers.6.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1368" name="__module.model.layers.6.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23133,7 +20858,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1390">
+				<port id="2" precision="FP32" names="1254">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -23141,7 +20866,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1549" name="__module.model.layers.6.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1369" name="__module.model.layers.6.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23158,7 +20883,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1391">
+				<port id="2" precision="FP32" names="1255">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -23166,7 +20891,7 @@
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 			</output>
 		</layer>
-		<layer id="1550" name="__module.model.layers.6.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1370" name="__module.model.layers.6.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23183,7 +20908,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1392">
+				<port id="2" precision="FP32" names="1256">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -23191,7 +20916,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1551" name="__module.model.layers.6.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1371" name="__module.model.layers.6.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23216,13 +20941,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1552" name="Constant_198516" type="Const" version="opset1">
+		<layer id="1372" name="Constant_209695" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1553" name="Constant_198509" type="Const" version="opset1">
+		<layer id="1373" name="Constant_209688" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -23230,7 +20955,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1554" name="Constant_198511" type="Const" version="opset1">
+		<layer id="1374" name="Constant_209690" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -23238,7 +20963,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1555" name="Constant_198513" type="Const" version="opset1">
+		<layer id="1375" name="Constant_209692" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -23246,7 +20971,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1556" name="Concat_198514" type="Concat" version="opset1">
+		<layer id="1376" name="Concat_209693" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23268,7 +20993,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1557" name="Broadcast_198517" type="Broadcast" version="opset3">
+		<layer id="1377" name="Broadcast_209696" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -23285,7 +21010,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1558" name="ReadValue_192183" type="ReadValue" version="opset6">
+		<layer id="1378" name="ReadValue_206041" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.6.valuepresent.6.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23304,13 +21029,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1559" name="Constant_185727" type="Const" version="opset1">
+		<layer id="1379" name="Constant_202238" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1560" name="Gather_185728" type="Gather" version="opset8">
+		<layer id="1380" name="Gather_202239" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23333,94 +21058,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1561" name="self.model.layers.6.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="1289927520" size="26214400" />
+		<layer id="1381" name="self.model.layers.6.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1180215520" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1562" name="Convert_206189" type="Convert" version="opset1">
+		<layer id="1382" name="Convert_236279" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1563" name="self.model.layers.6.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="1316141920" size="5120" />
+		<layer id="1383" name="self.model.layers.6.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1193322720" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1564" name="Convert_206192" type="Convert" version="opset1">
+		<layer id="1384" name="Convert_236281" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1565" name="self.model.layers.6.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1385" name="self.model.layers.6.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1566" name="self.model.layers.6.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="1316147040" size="10240" />
+		<layer id="1386" name="self.model.layers.6.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1193425120" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1567" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1387" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1388" name="Constant_236286" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1389" name="Reshape_236287" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -23428,8 +21193,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1568" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1390" name="__module.model.layers.6.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -23443,7 +21211,7 @@
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 			</output>
 		</layer>
-		<layer id="1569" name="__module.model.layers.6.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1391" name="__module.model.layers.6.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23457,14 +21225,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1324,value_states.13">
+				<port id="2" precision="FP32" names="1213,value_states.13">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="1570" name="Constant_161050" type="Const" version="opset1">
+		<layer id="1392" name="Constant_191614" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -23472,7 +21240,7 @@
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 			</output>
 		</layer>
-		<layer id="1571" name="__module.model.layers.6.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1393" name="__module.model.layers.6.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23485,7 +21253,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1332">
+				<port id="2" precision="FP32" names="1221">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -23493,7 +21261,7 @@
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 		</layer>
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+		<layer id="1394" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -23501,7 +21269,7 @@
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@@ -23514,7 +21282,7 @@
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@@ -23522,7 +21290,7 @@
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@@ -23547,206 +21315,7 @@
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+		<layer id="1397" name="__module.model.layers.6.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
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@@ -23775,7 +21344,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
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@@ -23783,7 +21352,7 @@
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 		</layer>
-		<layer id="1592" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1398" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -23791,7 +21360,7 @@
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+		<layer id="1399" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -23804,7 +21373,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1267">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -23812,7 +21381,7 @@
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 		</layer>
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+		<layer id="1400" name="__module.model.layers.6.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
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@@ -23827,21 +21396,21 @@
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+		<layer id="1401" name="Constant_176753" type="Const" version="opset1">
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 		</layer>
-		<layer id="1596" name="Constant_126837" type="Const" version="opset1">
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-		<layer id="1597" name="Gather_126838" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -23858,7 +21427,7 @@
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 		</layer>
-		<layer id="1598" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="1404" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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 			<input>
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@@ -23869,12 +21438,12 @@
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 			</input>
 			<output>
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23888,15 +21457,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -23905,7 +21474,7 @@
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 			</output>
 		</layer>
-		<layer id="1601" name="Convert_206210" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -23922,8 +21491,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="1329264480" size="102400" />
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 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -23932,7 +21501,7 @@
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 			</output>
 		</layer>
-		<layer id="1603" name="Convert_206212" type="Convert" version="opset1">
+		<layer id="1409" name="Convert_236311" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -23949,7 +21518,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -23971,8 +21540,8 @@
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 		</layer>
-		<layer id="1605" name="self.model.layers.6.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="1329366880" size="409600" />
+		<layer id="1411" name="self.model.layers.6.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1207044320" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -23981,7 +21550,7 @@
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 			</output>
 		</layer>
-		<layer id="1606" name="self.model.layers.6.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24003,7 +21572,7 @@
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 			</output>
 		</layer>
-		<layer id="1607" name="Constant_206217" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -24011,7 +21580,7 @@
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 			</output>
 		</layer>
-		<layer id="1608" name="Reshape_206218" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -24030,8 +21599,11 @@
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 			</output>
 		</layer>
-		<layer id="1609" name="self.model.layers.6.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1415" name="__module.model.layers.6.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -24045,13 +21617,13 @@
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 		</layer>
-		<layer id="1610" name="__module.model.layers.6.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -24059,14 +21631,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1408,1410,hidden_states.169">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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-		<layer id="1611" name="__module.model.layers.6/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -24081,15 +21653,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="1612" name="Constant_152048" type="Const" version="opset1">
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+		<layer id="1418" name="Constant_184065" type="Const" version="opset1">
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@@ -24098,7 +21670,7 @@
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-		<layer id="1613" name="Constant_152047" type="Const" version="opset1">
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@@ -24108,7 +21680,7 @@
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@@ -24118,7 +21690,7 @@
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@@ -24133,22 +21705,22 @@
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-		<layer id="1616" name="Constant_3726" type="Const" version="opset1">
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+		<layer id="1423" name="__module.model.layers.6.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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@@ -24161,14 +21733,14 @@
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-		<layer id="1618" name="Constant_152046" type="Const" version="opset1">
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@@ -24178,7 +21750,7 @@
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+		<layer id="1425" name="__module.model.layers.6.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -24193,14 +21765,14 @@
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-		<layer id="1620" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1426" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -24216,7 +21788,7 @@
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-		<layer id="1621" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1427" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -24231,14 +21803,14 @@
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+		<layer id="1428" name="__module.model.layers.6.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -24253,14 +21825,14 @@
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-		<layer id="1623" name="__module.model.layers.6.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1429" name="__module.model.layers.6.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -24275,15 +21847,15 @@
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@@ -24292,7 +21864,7 @@
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-		<layer id="1625" name="Convert_206232" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -24309,8 +21881,8 @@
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-		<layer id="1626" name="self.model.layers.6.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="1365186400" size="276480" />
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 				<port id="0" precision="U4">
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@@ -24319,7 +21891,7 @@
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 		</layer>
-		<layer id="1627" name="Convert_206234" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -24336,7 +21908,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -24358,8 +21930,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="1365462880" size="1105920" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -24368,7 +21940,7 @@
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 		</layer>
-		<layer id="1630" name="self.model.layers.6.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1436" name="self.model.layers.6.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -24390,15 +21962,15 @@
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+		<layer id="1437" name="Constant_235036" type="Const" version="opset1">
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-		<layer id="1632" name="Reshape_206240" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24417,8 +21989,11 @@
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 		</layer>
-		<layer id="1633" name="self.model.layers.6.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1439" name="__module.model.layers.6.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -24432,7 +22007,7 @@
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 		</layer>
-		<layer id="1634" name="__module.model.layers.6.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1440" name="__module.model.layers.6.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -24446,14 +22021,14 @@
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 			<output>
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 					<dim>13824</dim>
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -24462,15 +22037,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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-			<data element_type="u4" shape="13824, 40, 128" offset="1366568800" size="35389440" />
+		<layer id="1442" name="self.model.layers.6.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -24479,7 +22054,7 @@
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 		</layer>
-		<layer id="1637" name="Convert_206221" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -24496,8 +22071,8 @@
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-		<layer id="1638" name="self.model.layers.6.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="1401958240" size="276480" />
+		<layer id="1444" name="self.model.layers.6.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="1279635680" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -24506,7 +22081,7 @@
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 		</layer>
-		<layer id="1639" name="Convert_206223" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -24523,7 +22098,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24545,8 +22120,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="1402234720" size="1105920" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -24555,7 +22130,7 @@
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 		</layer>
-		<layer id="1642" name="self.model.layers.6.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -24577,15 +22152,15 @@
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-		<layer id="1643" name="Constant_206228" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="1449" name="Constant_235026" type="Const" version="opset1">
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-		<layer id="1644" name="Reshape_206229" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24604,8 +22179,11 @@
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-		<layer id="1645" name="self.model.layers.6.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1451" name="__module.model.layers.6.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -24619,7 +22197,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -24633,14 +22211,14 @@
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 					<dim>13824</dim>
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-		<layer id="1647" name="__module.model.layers.6.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
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@@ -24655,15 +22233,15 @@
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 					<dim>13824</dim>
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@@ -24672,7 +22250,7 @@
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-		<layer id="1649" name="Convert_206243" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -24689,8 +22267,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="1438730080" size="276480" />
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@@ -24699,7 +22277,7 @@
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-		<layer id="1651" name="Convert_206245" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -24716,7 +22294,7 @@
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@@ -24738,8 +22316,8 @@
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@@ -24748,7 +22326,7 @@
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@@ -24797,8 +22375,11 @@
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 			<input>
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 				<port id="1" precision="FP16">
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+		<layer id="1485" name="Constant_236346" type="Const" version="opset1">
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@@ -25144,8 +22765,11 @@
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 			<data destination_type="f32" />
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-				<port id="0" precision="FP32">
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-				<port id="0" precision="FP32">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>1</dim>
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-		</layer>
-		<layer id="1693" name="__module.model.layers.7.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1493" name="__module.model.layers.7.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25390,7 +22879,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1509">
+				<port id="2" precision="FP32" names="1347">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -25398,23 +22887,7 @@
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 			</output>
 		</layer>
-		<layer id="1694" name="Constant_132251" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="1696" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="1494" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25430,13 +22903,13 @@
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 			</output>
 		</layer>
-		<layer id="1697" name="__module.model.layers.7.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="1495" name="__module.model.layers.7.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1698" name="__module.model.layers.7.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="1496" name="__module.model.layers.7.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -25446,10 +22919,10 @@
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 			</input>
 			<output>
-				<port id="3" precision="I64" names="1510,1515" />
+				<port id="3" precision="I64" names="1348,1353" />
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 		</layer>
-		<layer id="1699" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1497" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -25459,23 +22932,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1700" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1498" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1512,1513,1517,1518" />
+				<port id="1" precision="I64" names="1350,1351,1355,1356" />
 			</output>
 		</layer>
-		<layer id="1701" name="Constant_157859" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="1499" name="Constant_139135" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1702" name="__module.model.layers.7.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="1500" name="__module.model.layers.7.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -25489,53 +22962,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1703" name="Constant_132249" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1501" name="__module.model.layers.7.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="1704" name="ScatterUpdate_132252" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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 			</output>
 		</layer>
-		<layer id="1705" name="Constant_132255" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="1502" name="__module.model.layers.7.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1706" name="Constant_132258" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1503" name="__module.model.layers.7.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1707" name="__module.model.layers.7.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1504" name="__module.model.layers.7.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25544,17 +22995,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1519,x2.29">
+				<port id="5" precision="FP32" names="1357,x2.29">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -25562,8 +23016,8 @@
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 			</output>
 		</layer>
-		<layer id="1708" name="Constant_152053" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="1505" name="Constant_184070" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -25573,7 +23027,7 @@
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 			</output>
 		</layer>
-		<layer id="1709" name="__module.model.layers.7.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1506" name="__module.model.layers.7.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25590,7 +23044,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1520">
+				<port id="2" precision="FP32" names="1358">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -25598,24 +23052,31 @@
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 			</output>
 		</layer>
-		<layer id="1710" name="Constant_132303" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="1507" name="__module.model.layers.7.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1711" name="Constant_132308" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1508" name="__module.model.layers.7.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1509" name="__module.model.layers.7.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1712" name="__module.model.layers.7.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1510" name="__module.model.layers.7.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25624,17 +23085,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1352">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -25642,7 +23106,7 @@
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 			</output>
 		</layer>
-		<layer id="1713" name="__module.model.layers.7.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1511" name="__module.model.layers.7.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25659,7 +23123,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1522">
+				<port id="2" precision="FP32" names="1360">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -25667,41 +23131,7 @@
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 			</output>
 		</layer>
-		<layer id="1714" name="__module.model.layers.7.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="FP32" names="1501,1503,1506,sin.43,sin.45">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1715" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="1508,sin.47">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1716" name="__module.model.layers.7.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1512" name="__module.model.layers.7.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25718,7 +23148,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1523">
+				<port id="2" precision="FP32" names="1361">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -25726,7 +23156,7 @@
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 			</output>
 		</layer>
-		<layer id="1717" name="__module.model.layers.7.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1513" name="__module.model.layers.7.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25743,7 +23173,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1524">
+				<port id="2" precision="FP32" names="1362">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -25751,13 +23181,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1718" name="Constant_198529" type="Const" version="opset1">
+		<layer id="1514" name="Constant_209734" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1719" name="Constant_198522" type="Const" version="opset1">
+		<layer id="1515" name="Constant_209727" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -25765,7 +23195,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1720" name="Constant_198524" type="Const" version="opset1">
+		<layer id="1516" name="Constant_209729" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -25773,7 +23203,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1721" name="Constant_198526" type="Const" version="opset1">
+		<layer id="1517" name="Constant_209731" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -25781,7 +23211,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1722" name="Concat_198527" type="Concat" version="opset1">
+		<layer id="1518" name="Concat_209732" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -25803,7 +23233,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1723" name="Broadcast_198530" type="Broadcast" version="opset3">
+		<layer id="1519" name="Broadcast_209735" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -25820,7 +23250,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1724" name="ReadValue_192185" type="ReadValue" version="opset6">
+		<layer id="1520" name="ReadValue_206043" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.7.keypresent.7.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25839,13 +23269,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1725" name="Constant_185730" type="Const" version="opset1">
+		<layer id="1521" name="Constant_202241" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1726" name="Gather_185731" type="Gather" version="opset8">
+		<layer id="1522" name="Gather_202242" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25868,94 +23298,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1727" name="self.model.layers.7.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="1466362720" size="26214400" />
+		<layer id="1523" name="self.model.layers.7.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1331429600" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1728" name="Convert_206255" type="Convert" version="opset1">
+		<layer id="1524" name="Convert_236329" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1729" name="self.model.layers.7.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="1492577120" size="5120" />
+		<layer id="1525" name="self.model.layers.7.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1344536800" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1730" name="Convert_206258" type="Convert" version="opset1">
+		<layer id="1526" name="Convert_236331" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1731" name="self.model.layers.7.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1527" name="self.model.layers.7.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1732" name="self.model.layers.7.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="1492582240" size="10240" />
+		<layer id="1528" name="self.model.layers.7.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1344639200" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1733" name="self.model.layers.7.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1529" name="self.model.layers.7.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1530" name="Constant_236336" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1531" name="Reshape_236337" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -25963,8 +23433,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1734" name="self.model.layers.7.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1532" name="__module.model.layers.7.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -25978,7 +23451,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1735" name="__module.model.layers.7.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1533" name="__module.model.layers.7.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25992,14 +23465,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1470,key_states.19">
+				<port id="2" precision="FP32" names="1333,key_states.19">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1736" name="Constant_161052" type="Const" version="opset1">
+		<layer id="1534" name="Constant_191616" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -26007,7 +23480,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1737" name="__module.model.layers.7.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1535" name="__module.model.layers.7.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26020,7 +23493,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1477">
+				<port id="2" precision="FP32" names="1340">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -26028,7 +23501,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1738" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1536" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -26036,7 +23509,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1739" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1537" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26049,7 +23522,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1478,k.15">
+				<port id="2" precision="FP32" names="1341,k.15">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -26057,7 +23530,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1740" name="__module.model.layers.7.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1538" name="__module.model.layers.7.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26074,7 +23547,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1525">
+				<port id="2" precision="FP32" names="1363">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -26082,23 +23555,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1741" name="Constant_132351" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		</layer>
-		<layer id="1742" name="Constant_132350" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="1743" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="1539" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26114,13 +23571,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1744" name="__module.model.layers.7.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="1540" name="__module.model.layers.7.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1745" name="__module.model.layers.7.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1541" name="__module.model.layers.7.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -26130,10 +23587,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1526,1531" />
+				<port id="3" precision="I64" names="1364,1369" />
 			</output>
 		</layer>
-		<layer id="1746" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="1542" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -26143,23 +23600,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1747" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1543" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1528,1529,1533,1534" />
+				<port id="1" precision="I64" names="1366,1367,1371,1372" />
 			</output>
 		</layer>
-		<layer id="1748" name="Constant_157861" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="1544" name="Constant_139136" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1749" name="__module.model.layers.7.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="1545" name="__module.model.layers.7.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -26173,53 +23630,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1750" name="Constant_132349" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1546" name="__module.model.layers.7.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		</layer>
-		<layer id="1751" name="ScatterUpdate_132352" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="1752" name="Constant_132355" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="1547" name="__module.model.layers.7.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1753" name="Constant_132358" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1548" name="__module.model.layers.7.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1754" name="__module.model.layers.7.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1549" name="__module.model.layers.7.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26228,17 +23663,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -26246,8 +23684,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="1550" name="Constant_184071" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
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@@ -26257,7 +23695,7 @@
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 		</layer>
-		<layer id="1756" name="__module.model.layers.7.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1551" name="__module.model.layers.7.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26274,7 +23712,7 @@
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -26282,24 +23720,31 @@
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 		</layer>
-		<layer id="1757" name="Constant_132403" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="1552" name="__module.model.layers.7.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 		</layer>
-		<layer id="1758" name="Constant_132408" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1553" name="__module.model.layers.7.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1759" name="__module.model.layers.7.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1554" name="__module.model.layers.7.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1555" name="__module.model.layers.7.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26308,17 +23753,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1368">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -26326,7 +23774,7 @@
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 			</output>
 		</layer>
-		<layer id="1760" name="__module.model.layers.7.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1556" name="__module.model.layers.7.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26343,7 +23791,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1376">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -26351,7 +23799,7 @@
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 			</output>
 		</layer>
-		<layer id="1761" name="__module.model.layers.7.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1557" name="__module.model.layers.7.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26368,7 +23816,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1377">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -26376,7 +23824,7 @@
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 			</output>
 		</layer>
-		<layer id="1762" name="__module.model.layers.7.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1558" name="__module.model.layers.7.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26393,7 +23841,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1378">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -26401,7 +23849,7 @@
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 			</output>
 		</layer>
-		<layer id="1763" name="__module.model.layers.7.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1559" name="__module.model.layers.7.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26426,13 +23874,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1764" name="Constant_198542" type="Const" version="opset1">
+		<layer id="1560" name="Constant_209721" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1765" name="Constant_198535" type="Const" version="opset1">
+		<layer id="1561" name="Constant_209714" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -26440,7 +23888,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1766" name="Constant_198537" type="Const" version="opset1">
+		<layer id="1562" name="Constant_209716" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -26448,7 +23896,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1767" name="Constant_198539" type="Const" version="opset1">
+		<layer id="1563" name="Constant_209718" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -26456,7 +23904,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1768" name="Concat_198540" type="Concat" version="opset1">
+		<layer id="1564" name="Concat_209719" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -26478,7 +23926,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1769" name="Broadcast_198543" type="Broadcast" version="opset3">
+		<layer id="1565" name="Broadcast_209722" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -26495,7 +23943,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1770" name="ReadValue_192187" type="ReadValue" version="opset6">
+		<layer id="1566" name="ReadValue_206045" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.7.valuepresent.7.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26514,13 +23962,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1771" name="Constant_185733" type="Const" version="opset1">
+		<layer id="1567" name="Constant_202244" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1772" name="Gather_185734" type="Gather" version="opset8">
+		<layer id="1568" name="Gather_202245" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26543,94 +23991,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1773" name="self.model.layers.7.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="1492592480" size="26214400" />
+		<layer id="1569" name="self.model.layers.7.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1345048800" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1774" name="Convert_206266" type="Convert" version="opset1">
+		<layer id="1570" name="Convert_236319" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1775" name="self.model.layers.7.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="1518806880" size="5120" />
+		<layer id="1571" name="self.model.layers.7.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1358156000" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1776" name="Convert_206269" type="Convert" version="opset1">
+		<layer id="1572" name="Convert_236321" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1777" name="self.model.layers.7.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1573" name="self.model.layers.7.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1778" name="self.model.layers.7.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="1518812000" size="10240" />
+		<layer id="1574" name="self.model.layers.7.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1358258400" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1779" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1575" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1576" name="Constant_236326" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1577" name="Reshape_236327" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -26638,8 +24126,11 @@
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 			</output>
 		</layer>
-		<layer id="1780" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1578" name="__module.model.layers.7.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -26653,7 +24144,7 @@
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 			</output>
 		</layer>
-		<layer id="1781" name="__module.model.layers.7.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1579" name="__module.model.layers.7.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26667,14 +24158,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1472,value_states.15">
+				<port id="2" precision="FP32" names="1335,value_states.15">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="1782" name="Constant_161053" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -26682,7 +24173,7 @@
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 		</layer>
-		<layer id="1783" name="__module.model.layers.7.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1581" name="__module.model.layers.7.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26695,7 +24186,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1480">
+				<port id="2" precision="FP32" names="1343">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -26703,7 +24194,7 @@
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 		</layer>
-		<layer id="1784" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1582" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -26711,7 +24202,7 @@
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 			</output>
 		</layer>
-		<layer id="1785" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1583" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26724,7 +24215,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1481">
+				<port id="2" precision="FP32" names="1344">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -26732,7 +24223,7 @@
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 		</layer>
-		<layer id="1786" name="__module.model.layers.7.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1584" name="__module.model.layers.7.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26757,206 +24248,7 @@
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@@ -26993,7 +24285,7 @@
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@@ -27037,21 +24329,21 @@
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@@ -27068,7 +24360,7 @@
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@@ -27098,15 +24390,15 @@
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@@ -27115,7 +24407,7 @@
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 		</layer>
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@@ -27132,8 +24424,8 @@
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@@ -27142,7 +24434,7 @@
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 		</layer>
-		<layer id="1815" name="Convert_206289" type="Convert" version="opset1">
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@@ -27159,7 +24451,7 @@
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@@ -27181,8 +24473,8 @@
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@@ -27191,7 +24483,7 @@
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@@ -27213,7 +24505,7 @@
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-		<layer id="1819" name="Constant_206294" type="Const" version="opset1">
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@@ -27221,7 +24513,7 @@
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 		</layer>
-		<layer id="1820" name="Reshape_206295" type="Reshape" version="opset1">
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@@ -27240,8 +24532,11 @@
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 		</layer>
-		<layer id="1821" name="self.model.layers.7.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -27255,13 +24550,13 @@
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@@ -27269,14 +24564,14 @@
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@@ -27291,15 +24586,15 @@
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+		<layer id="1606" name="Constant_184075" type="Const" version="opset1">
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@@ -27308,7 +24603,7 @@
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@@ -27318,7 +24613,7 @@
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@@ -27328,7 +24623,7 @@
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@@ -27343,22 +24638,22 @@
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@@ -27371,14 +24666,14 @@
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-		<layer id="1830" name="Constant_152056" type="Const" version="opset1">
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@@ -27388,7 +24683,7 @@
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+		<layer id="1613" name="__module.model.layers.7.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -27403,14 +24698,14 @@
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-		<layer id="1832" name="__module.model.layers.7.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1614" name="__module.model.layers.7.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -27426,7 +24721,7 @@
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 		</layer>
-		<layer id="1833" name="__module.model.layers.7.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1615" name="__module.model.layers.7.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -27441,14 +24736,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1406">
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+		<layer id="1616" name="__module.model.layers.7.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27463,14 +24758,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1407,1408,hidden_states.201,hidden_states.203">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="1835" name="__module.model.layers.7.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1617" name="__module.model.layers.7.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27485,15 +24780,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="1571,1573">
+				<port id="2" precision="FP32" names="1409,1411">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u4" shape="13824, 40, 128" offset="1532461920" size="35389440" />
+		<layer id="1618" name="self.model.layers.7.mlp.gate_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -27502,7 +24797,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1837" name="Convert_206309" type="Convert" version="opset1">
+		<layer id="1619" name="Convert_235059" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -27519,8 +24814,8 @@
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 			</output>
 		</layer>
-		<layer id="1838" name="self.model.layers.7.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="1567851360" size="276480" />
+		<layer id="1620" name="self.model.layers.7.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="1407697120" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -27529,7 +24824,7 @@
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 			</output>
 		</layer>
-		<layer id="1839" name="Convert_206311" type="Convert" version="opset1">
+		<layer id="1621" name="Convert_235061" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -27546,7 +24841,7 @@
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 			</output>
 		</layer>
-		<layer id="1840" name="self.model.layers.7.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1622" name="self.model.layers.7.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27568,8 +24863,8 @@
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 		</layer>
-		<layer id="1841" name="self.model.layers.7.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="1568127840" size="1105920" />
+		<layer id="1623" name="self.model.layers.7.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="1407973600" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -27578,7 +24873,7 @@
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 			</output>
 		</layer>
-		<layer id="1842" name="self.model.layers.7.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1624" name="self.model.layers.7.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27600,15 +24895,15 @@
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 		</layer>
-		<layer id="1843" name="Constant_206316" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="1625" name="Constant_235066" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
 			<output>
 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="1844" name="Reshape_206317" type="Reshape" version="opset1">
+		<layer id="1626" name="Reshape_235067" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27627,8 +24922,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1845" name="self.model.layers.7.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1627" name="__module.model.layers.7.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -27642,7 +24940,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1846" name="__module.model.layers.7.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1628" name="__module.model.layers.7.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27656,14 +24954,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1417,input.15">
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 		</layer>
-		<layer id="1847" name="__module.model.layers.7.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="1629" name="__module.model.layers.7.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27672,15 +24970,15 @@
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 			</input>
 			<output>
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+				<port id="1" precision="FP32" names="1418">
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 			</output>
 		</layer>
-		<layer id="1848" name="self.model.layers.7.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 128" offset="1569233760" size="35389440" />
+		<layer id="1630" name="self.model.layers.7.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="1409079520" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -27689,7 +24987,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1849" name="Convert_206298" type="Convert" version="opset1">
+		<layer id="1631" name="Convert_235049" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -27706,8 +25004,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1850" name="self.model.layers.7.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="1604623200" size="276480" />
+		<layer id="1632" name="self.model.layers.7.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="1444468960" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -27716,7 +25014,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1851" name="Convert_206300" type="Convert" version="opset1">
+		<layer id="1633" name="Convert_235051" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -27733,7 +25031,7 @@
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 			</output>
 		</layer>
-		<layer id="1852" name="self.model.layers.7.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1634" name="self.model.layers.7.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27755,8 +25053,8 @@
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 			</output>
 		</layer>
-		<layer id="1853" name="self.model.layers.7.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="1604899680" size="1105920" />
+		<layer id="1635" name="self.model.layers.7.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="1444745440" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -27765,7 +25063,7 @@
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 			</output>
 		</layer>
-		<layer id="1854" name="self.model.layers.7.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1636" name="self.model.layers.7.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27787,15 +25085,15 @@
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-		<layer id="1855" name="Constant_206305" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="1637" name="Constant_235056" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="1856" name="Reshape_206306" type="Reshape" version="opset1">
+		<layer id="1638" name="Reshape_235057" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27814,8 +25112,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1857" name="self.model.layers.7.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1639" name="__module.model.layers.7.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -27829,7 +25130,7 @@
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 			</output>
 		</layer>
-		<layer id="1858" name="__module.model.layers.7.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1640" name="__module.model.layers.7.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27843,14 +25144,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 			</output>
 		</layer>
-		<layer id="1859" name="__module.model.layers.7.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1641" name="__module.model.layers.7.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27865,15 +25166,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1583">
+				<port id="2" precision="FP32" names="1421">
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 					<dim>-1</dim>
 					<dim>13824</dim>
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-			<data element_type="u4" shape="5120, 108, 128" offset="1606005600" size="35389440" />
+		<layer id="1642" name="self.model.layers.7.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 128" offset="1445851360" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -27882,7 +25183,7 @@
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 			</output>
 		</layer>
-		<layer id="1861" name="Convert_206320" type="Convert" version="opset1">
+		<layer id="1643" name="Convert_235069" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -27899,8 +25200,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="1641395040" size="276480" />
+		<layer id="1644" name="self.model.layers.7.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 1" offset="1481240800" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -27909,7 +25210,7 @@
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 			</output>
 		</layer>
-		<layer id="1863" name="Convert_206322" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -27926,7 +25227,7 @@
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 		</layer>
-		<layer id="1864" name="self.model.layers.7.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27948,8 +25249,8 @@
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-			<data element_type="f16" shape="5120, 108, 1" offset="1641671520" size="1105920" />
+		<layer id="1647" name="self.model.layers.7.mlp.down_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -27958,7 +25259,7 @@
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 		</layer>
-		<layer id="1866" name="self.model.layers.7.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1648" name="self.model.layers.7.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27980,15 +25281,15 @@
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-		<layer id="1867" name="Constant_206327" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="341400920" size="8" />
+		<layer id="1649" name="Constant_235076" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="328790232" size="8" />
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-		<layer id="1868" name="Reshape_206328" type="Reshape" version="opset1">
+		<layer id="1650" name="Reshape_235077" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -28007,8 +25308,11 @@
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 			</output>
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@@ -28367,7 +25671,7 @@
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 			<data destination_type="f32" />
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-			</input>
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-				<port id="1" precision="FP32" names="1648,1650,1653,cos.49,cos.51">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1906" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="1655,cos.53">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1907" name="__module.model.layers.8.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1681" name="__module.model.layers.8.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28640,7 +25812,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1657">
+				<port id="2" precision="FP32" names="1469">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -28648,23 +25820,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1908" name="Constant_132463" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1909" name="Constant_132462" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1910" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="1682" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28680,13 +25836,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1911" name="__module.model.layers.8.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="1683" name="__module.model.layers.8.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1912" name="__module.model.layers.8.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="1684" name="__module.model.layers.8.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -28696,10 +25852,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1658,1663" />
+				<port id="3" precision="I64" names="1470,1475" />
 			</output>
 		</layer>
-		<layer id="1913" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1685" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -28709,23 +25865,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1914" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1686" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1660,1661,1665,1666" />
+				<port id="1" precision="I64" names="1472,1473,1477,1478" />
 			</output>
 		</layer>
-		<layer id="1915" name="Constant_157863" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="1687" name="Constant_139140" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1916" name="__module.model.layers.8.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="1688" name="__module.model.layers.8.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -28739,53 +25895,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1917" name="Constant_132461" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1689" name="__module.model.layers.8.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1918" name="ScatterUpdate_132464" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="1919" name="Constant_132467" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="1690" name="__module.model.layers.8.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1920" name="Constant_132470" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1691" name="__module.model.layers.8.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1921" name="__module.model.layers.8.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1692" name="__module.model.layers.8.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28794,17 +25928,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1667,x2.33">
+				<port id="5" precision="FP32" names="1479,x2.33">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -28812,8 +25949,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1922" name="Constant_152063" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="1693" name="Constant_184080" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -28823,7 +25960,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1923" name="__module.model.layers.8.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1694" name="__module.model.layers.8.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28840,7 +25977,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1668">
+				<port id="2" precision="FP32" names="1480">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -28848,24 +25985,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1924" name="Constant_132515" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="1695" name="__module.model.layers.8.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1925" name="Constant_132520" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1696" name="__module.model.layers.8.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1926" name="__module.model.layers.8.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1697" name="__module.model.layers.8.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1698" name="__module.model.layers.8.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28874,17 +26018,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1662">
+				<port id="5" precision="FP32" names="1474">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -28892,7 +26039,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1927" name="__module.model.layers.8.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1699" name="__module.model.layers.8.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28909,7 +26056,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1670">
+				<port id="2" precision="FP32" names="1482">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -28917,41 +26064,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1928" name="__module.model.layers.8.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="1649,1651,1654,sin.49,sin.51">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1929" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="1656,sin.53">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1930" name="__module.model.layers.8.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1700" name="__module.model.layers.8.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28968,7 +26081,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1671">
+				<port id="2" precision="FP32" names="1483">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -28976,7 +26089,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1931" name="__module.model.layers.8.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1701" name="__module.model.layers.8.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28993,7 +26106,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1672">
+				<port id="2" precision="FP32" names="1484">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -29001,13 +26114,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1932" name="Constant_198555" type="Const" version="opset1">
+		<layer id="1702" name="Constant_209760" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1933" name="Constant_198548" type="Const" version="opset1">
+		<layer id="1703" name="Constant_209753" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -29015,7 +26128,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1934" name="Constant_198550" type="Const" version="opset1">
+		<layer id="1704" name="Constant_209755" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -29023,7 +26136,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1935" name="Constant_198552" type="Const" version="opset1">
+		<layer id="1705" name="Constant_209757" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -29031,7 +26144,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1936" name="Concat_198553" type="Concat" version="opset1">
+		<layer id="1706" name="Concat_209758" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -29053,7 +26166,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1937" name="Broadcast_198556" type="Broadcast" version="opset3">
+		<layer id="1707" name="Broadcast_209761" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -29070,7 +26183,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1938" name="ReadValue_192189" type="ReadValue" version="opset6">
+		<layer id="1708" name="ReadValue_206047" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.8.keypresent.8.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29089,13 +26202,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1939" name="Constant_185736" type="Const" version="opset1">
+		<layer id="1709" name="Constant_202247" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1940" name="Gather_185737" type="Gather" version="opset8">
+		<layer id="1710" name="Gather_202248" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29118,8 +26231,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1941" name="self.model.layers.8.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="1656417120" size="13107200" />
+		<layer id="1711" name="self.model.layers.8.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1496262880" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -29128,7 +26241,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1942" name="Convert_206331" type="Convert" version="opset1">
+		<layer id="1712" name="Convert_236369" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -29145,8 +26258,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1943" name="self.model.layers.8.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="1669524320" size="102400" />
+		<layer id="1713" name="self.model.layers.8.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1509370080" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -29155,7 +26268,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1944" name="Convert_206333" type="Convert" version="opset1">
+		<layer id="1714" name="Convert_236371" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -29172,7 +26285,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1945" name="self.model.layers.8.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1715" name="self.model.layers.8.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29194,8 +26307,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1946" name="self.model.layers.8.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="1669626720" size="409600" />
+		<layer id="1716" name="self.model.layers.8.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1509472480" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -29204,7 +26317,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1947" name="self.model.layers.8.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1717" name="self.model.layers.8.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29226,7 +26339,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1948" name="Constant_206338" type="Const" version="opset1">
+		<layer id="1718" name="Constant_236376" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -29234,7 +26347,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1949" name="Reshape_206339" type="Reshape" version="opset1">
+		<layer id="1719" name="Reshape_236377" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29253,8 +26366,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1950" name="self.model.layers.8.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1720" name="__module.model.layers.8.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -29268,7 +26384,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1951" name="__module.model.layers.8.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1721" name="__module.model.layers.8.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29282,14 +26398,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1618,key_states.21">
+				<port id="2" precision="FP32" names="1455,key_states.21">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1952" name="Constant_161055" type="Const" version="opset1">
+		<layer id="1722" name="Constant_191619" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -29297,7 +26413,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1953" name="__module.model.layers.8.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1723" name="__module.model.layers.8.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29310,7 +26426,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1625">
+				<port id="2" precision="FP32" names="1462">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -29318,7 +26434,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1954" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1724" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -29326,7 +26442,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1955" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1725" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29339,7 +26455,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1626,k.17">
+				<port id="2" precision="FP32" names="1463,k.17">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -29347,7 +26463,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1956" name="__module.model.layers.8.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1726" name="__module.model.layers.8.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29364,7 +26480,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1673">
+				<port id="2" precision="FP32" names="1485">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -29372,23 +26488,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1957" name="Constant_132563" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1958" name="Constant_132562" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1959" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="1727" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29404,13 +26504,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1960" name="__module.model.layers.8.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="1728" name="__module.model.layers.8.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1961" name="__module.model.layers.8.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1729" name="__module.model.layers.8.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -29420,10 +26520,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1674,1679" />
+				<port id="3" precision="I64" names="1486,1491" />
 			</output>
 		</layer>
-		<layer id="1962" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="1730" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -29433,23 +26533,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1963" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1731" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1676,1677,1681,1682" />
+				<port id="1" precision="I64" names="1488,1489,1493,1494" />
 			</output>
 		</layer>
-		<layer id="1964" name="Constant_157865" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="1732" name="Constant_139141" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1965" name="__module.model.layers.8.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="1733" name="__module.model.layers.8.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -29463,53 +26563,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1966" name="Constant_132561" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1734" name="__module.model.layers.8.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1967" name="ScatterUpdate_132564" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="1968" name="Constant_132567" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="1735" name="__module.model.layers.8.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1969" name="Constant_132570" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1736" name="__module.model.layers.8.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1970" name="__module.model.layers.8.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1737" name="__module.model.layers.8.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29518,17 +26596,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1683,x2.35">
+				<port id="5" precision="FP32" names="1495,x2.35">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -29536,8 +26617,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1971" name="Constant_152064" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="1738" name="Constant_184081" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -29547,7 +26628,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1972" name="__module.model.layers.8.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1739" name="__module.model.layers.8.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29564,7 +26645,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1684">
+				<port id="2" precision="FP32" names="1496">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -29572,24 +26653,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1973" name="Constant_132615" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="1740" name="__module.model.layers.8.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1974" name="Constant_132620" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1741" name="__module.model.layers.8.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1975" name="__module.model.layers.8.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1742" name="__module.model.layers.8.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1743" name="__module.model.layers.8.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29598,17 +26686,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1678">
+				<port id="5" precision="FP32" names="1490">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -29616,7 +26707,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1976" name="__module.model.layers.8.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1744" name="__module.model.layers.8.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29633,7 +26724,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1686">
+				<port id="2" precision="FP32" names="1498">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -29641,7 +26732,7 @@
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 			</output>
 		</layer>
-		<layer id="1977" name="__module.model.layers.8.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1745" name="__module.model.layers.8.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29658,7 +26749,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1687">
+				<port id="2" precision="FP32" names="1499">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -29666,7 +26757,7 @@
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 			</output>
 		</layer>
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@@ -29683,7 +26774,7 @@
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@@ -29716,13 +26807,13 @@
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@@ -29730,7 +26821,7 @@
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@@ -29738,7 +26829,7 @@
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@@ -29746,7 +26837,7 @@
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@@ -29768,7 +26859,7 @@
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@@ -29804,13 +26895,13 @@
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@@ -29833,94 +26924,134 @@
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 				<port id="1" precision="FP16">
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 				<port id="1" precision="FP16">
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+					<dim>40</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
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@@ -29928,8 +27059,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -29943,7 +27077,7 @@
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@@ -29957,14 +27091,14 @@
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@@ -29972,7 +27106,7 @@
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@@ -29993,7 +27127,7 @@
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-				<port id="2" precision="I64">
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-					<dim>-1</dim>
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+		<layer id="1773" name="__module.model.layers.8.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
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@@ -30275,7 +27210,7 @@
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+				<port id="4" precision="FP32" names="1510,attn_output.33">
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@@ -30283,7 +27218,7 @@
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-		<layer id="2020" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1774" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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@@ -30291,7 +27226,7 @@
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-		<layer id="2021" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1775" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -30304,7 +27239,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1511">
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@@ -30312,7 +27247,7 @@
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+		<layer id="1776" name="__module.model.layers.8.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30327,21 +27262,21 @@
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-		<layer id="2023" name="Constant_126856" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="1777" name="Constant_176773" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204835008" size="16" />
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 				<port id="0" precision="I64">
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-		<layer id="2024" name="Constant_126857" type="Const" version="opset1">
+		<layer id="1778" name="Constant_176774" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="2025" name="Gather_126858" type="Gather" version="opset8">
+		<layer id="1779" name="Gather_176775" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -30358,7 +27293,7 @@
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 		</layer>
-		<layer id="2026" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="1780" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -30369,12 +27304,12 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="1513">
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 		</layer>
-		<layer id="2027" name="__module.model.layers.8.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="1781" name="__module.model.layers.8.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30388,15 +27323,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1514">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
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 		</layer>
-		<layer id="2028" name="self.model.layers.8.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="1696266080" size="13107200" />
+		<layer id="1782" name="self.model.layers.8.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1523501280" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -30405,7 +27340,7 @@
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 			</output>
 		</layer>
-		<layer id="2029" name="Convert_206364" type="Convert" version="opset1">
+		<layer id="1783" name="Convert_236389" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30422,8 +27357,8 @@
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 			</output>
 		</layer>
-		<layer id="2030" name="self.model.layers.8.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="1709373280" size="102400" />
+		<layer id="1784" name="self.model.layers.8.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1536608480" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -30432,7 +27367,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2031" name="Convert_206366" type="Convert" version="opset1">
+		<layer id="1785" name="Convert_236391" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30449,7 +27384,7 @@
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 			</output>
 		</layer>
-		<layer id="2032" name="self.model.layers.8.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1786" name="self.model.layers.8.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30471,8 +27406,8 @@
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 			</output>
 		</layer>
-		<layer id="2033" name="self.model.layers.8.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="1709475680" size="409600" />
+		<layer id="1787" name="self.model.layers.8.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1536710880" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -30481,7 +27416,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2034" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1788" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30503,7 +27438,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2035" name="Constant_206371" type="Const" version="opset1">
+		<layer id="1789" name="Constant_236396" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -30511,7 +27446,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2036" name="Reshape_206372" type="Reshape" version="opset1">
+		<layer id="1790" name="Reshape_236397" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30530,8 +27465,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2037" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1791" name="__module.model.layers.8.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -30545,13 +27483,13 @@
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 			</output>
 		</layer>
-		<layer id="2038" name="__module.model.layers.8.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1792" name="__module.model.layers.8.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -30559,14 +27497,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1704,1706,hidden_states.221">
+				<port id="2" precision="FP32" names="1516,1518,hidden_states.221">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2039" name="__module.model.layers.8/aten::add/Add" type="Add" version="opset1">
+		<layer id="1793" name="__module.model.layers.8/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30581,15 +27519,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1709,1711,1722,hidden_states.223,hidden_states.225">
+				<port id="2" precision="FP32" names="1521,1523,1534,hidden_states.223,hidden_states.225">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="2040" name="Constant_152068" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="1709885280" size="20480" />
+		<layer id="1794" name="Constant_184085" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 5120" offset="1537120480" size="20480" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -30598,7 +27536,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2041" name="Constant_152067" type="Const" version="opset1">
+		<layer id="1795" name="Constant_184084" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -30608,7 +27546,7 @@
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 			</output>
 		</layer>
-		<layer id="2042" name="Constant_152065" type="Const" version="opset1">
+		<layer id="1796" name="Constant_184082" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -30618,7 +27556,7 @@
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 			</output>
 		</layer>
-		<layer id="2043" name="__module.model.layers.8.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1797" name="__module.model.layers.8.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30633,22 +27571,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1712">
+				<port id="2" precision="FP32" names="1524">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="2044" name="Constant_4712" type="Const" version="opset1">
+		<layer id="1798" name="Constant_4041" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
-				<port id="0" precision="I64" names="1713">
+				<port id="0" precision="I64" names="1525">
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 		</layer>
-		<layer id="2045" name="__module.model.layers.8.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1799" name="__module.model.layers.8.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30661,14 +27599,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1714,variance.35">
+				<port id="2" precision="FP32" names="1526,variance.35">
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 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2046" name="Constant_152066" type="Const" version="opset1">
+		<layer id="1800" name="Constant_184083" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -30678,7 +27616,7 @@
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 			</output>
 		</layer>
-		<layer id="2047" name="__module.model.layers.8.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="1801" name="__module.model.layers.8.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30693,14 +27631,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1715">
+				<port id="2" precision="FP32" names="1527">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="2048" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1802" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30716,7 +27654,7 @@
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 			</output>
 		</layer>
-		<layer id="2049" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1803" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30731,14 +27669,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1716">
+				<port id="2" precision="FP32" names="1528">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2050" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1804" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30753,14 +27691,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1717,1718,hidden_states.227,hidden_states.229">
+				<port id="2" precision="FP32" names="1529,1530,hidden_states.227,hidden_states.229">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="2051" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1805" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30775,15 +27713,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="1719,1721">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="2052" name="self.model.layers.8.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 128" offset="1709905760" size="35389440" />
+		<layer id="1806" name="self.model.layers.8.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="1537140960" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -30792,7 +27730,7 @@
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 			</output>
 		</layer>
-		<layer id="2053" name="Convert_206386" type="Convert" version="opset1">
+		<layer id="1807" name="Convert_235089" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30809,8 +27747,8 @@
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 			</output>
 		</layer>
-		<layer id="2054" name="self.model.layers.8.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="1745295200" size="276480" />
+		<layer id="1808" name="self.model.layers.8.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="1572530400" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -30819,7 +27757,7 @@
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 		</layer>
-		<layer id="2055" name="Convert_206388" type="Convert" version="opset1">
+		<layer id="1809" name="Convert_235091" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30836,7 +27774,7 @@
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 		</layer>
-		<layer id="2056" name="self.model.layers.8.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1810" name="self.model.layers.8.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -30858,8 +27796,8 @@
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-		<layer id="2057" name="self.model.layers.8.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="1745571680" size="1105920" />
+		<layer id="1811" name="self.model.layers.8.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="1572806880" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
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@@ -30868,7 +27806,7 @@
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 		</layer>
-		<layer id="2058" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1812" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -30890,15 +27828,15 @@
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-		<layer id="2059" name="Constant_206393" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="1813" name="Constant_235096" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
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 		</layer>
-		<layer id="2060" name="Reshape_206394" type="Reshape" version="opset1">
+		<layer id="1814" name="Reshape_235097" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30917,8 +27855,11 @@
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 		</layer>
-		<layer id="2061" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1815" name="__module.model.layers.8.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -30932,7 +27873,7 @@
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 		</layer>
-		<layer id="2062" name="__module.model.layers.8.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1816" name="__module.model.layers.8.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -30946,14 +27887,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1539,input.17">
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 		</layer>
-		<layer id="2063" name="__module.model.layers.8.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="1817" name="__module.model.layers.8.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30962,15 +27903,15 @@
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 			<output>
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 					<dim>13824</dim>
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-		<layer id="2064" name="self.model.layers.8.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 128" offset="1746677600" size="35389440" />
+		<layer id="1818" name="self.model.layers.8.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="1573912800" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -30979,7 +27920,7 @@
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 			</output>
 		</layer>
-		<layer id="2065" name="Convert_206375" type="Convert" version="opset1">
+		<layer id="1819" name="Convert_235079" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30996,8 +27937,8 @@
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-		<layer id="2066" name="self.model.layers.8.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="1782067040" size="276480" />
+		<layer id="1820" name="self.model.layers.8.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="1609302240" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -31006,7 +27947,7 @@
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 			</output>
 		</layer>
-		<layer id="2067" name="Convert_206377" type="Convert" version="opset1">
+		<layer id="1821" name="Convert_235081" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -31023,7 +27964,7 @@
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 		</layer>
-		<layer id="2068" name="self.model.layers.8.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1822" name="self.model.layers.8.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31045,8 +27986,8 @@
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-		<layer id="2069" name="self.model.layers.8.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="1782343520" size="1105920" />
+		<layer id="1823" name="self.model.layers.8.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="1609578720" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -31055,7 +27996,7 @@
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 		</layer>
-		<layer id="2070" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1824" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31077,15 +28018,15 @@
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-		<layer id="2071" name="Constant_206382" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="1825" name="Constant_235086" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
 			<output>
 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="2072" name="Reshape_206383" type="Reshape" version="opset1">
+		<layer id="1826" name="Reshape_235087" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31104,8 +28045,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2073" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1827" name="__module.model.layers.8.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -31119,7 +28063,7 @@
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 		</layer>
-		<layer id="2074" name="__module.model.layers.8.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1828" name="__module.model.layers.8.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31133,14 +28077,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 			</output>
 		</layer>
-		<layer id="2075" name="__module.model.layers.8.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1829" name="__module.model.layers.8.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31155,15 +28099,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1543">
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 108, 128" offset="1783449440" size="35389440" />
+		<layer id="1830" name="self.model.layers.8.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 128" offset="1610684640" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -31172,7 +28116,7 @@
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 			</output>
 		</layer>
-		<layer id="2077" name="Convert_206397" type="Convert" version="opset1">
+		<layer id="1831" name="Convert_235099" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -31189,8 +28133,8 @@
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-		<layer id="2078" name="self.model.layers.8.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 108, 1" offset="1818838880" size="276480" />
+		<layer id="1832" name="self.model.layers.8.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 1" offset="1646074080" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -31199,7 +28143,7 @@
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 			</output>
 		</layer>
-		<layer id="2079" name="Convert_206399" type="Convert" version="opset1">
+		<layer id="1833" name="Convert_235101" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -31216,7 +28160,7 @@
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 		</layer>
-		<layer id="2080" name="self.model.layers.8.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1834" name="self.model.layers.8.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31238,8 +28182,8 @@
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-		<layer id="2081" name="self.model.layers.8.mlp.down_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 108, 1" offset="1819115360" size="1105920" />
+		<layer id="1835" name="self.model.layers.8.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 108, 1" offset="1646350560" size="1105920" />
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 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -31248,7 +28192,7 @@
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 		</layer>
-		<layer id="2082" name="self.model.layers.8.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1836" name="self.model.layers.8.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31270,15 +28214,15 @@
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-		<layer id="2083" name="Constant_206404" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="341400920" size="8" />
+		<layer id="1837" name="Constant_235106" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="328790232" size="8" />
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 				<port id="0" precision="I32">
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-		<layer id="2084" name="Reshape_206405" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31297,8 +28241,11 @@
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 			</output>
 		</layer>
-		<layer id="2085" name="self.model.layers.8.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1839" name="__module.model.layers.8.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -31312,7 +28259,7 @@
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-		<layer id="2086" name="__module.model.layers.8.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -31326,14 +28273,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			<input>
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@@ -31348,14 +28295,14 @@
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 					<dim>5120</dim>
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-		<layer id="2088" name="Constant_152071" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
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@@ -31365,7 +28312,7 @@
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-		<layer id="2089" name="Constant_152069" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
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@@ -31375,7 +28322,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -31390,22 +28337,22 @@
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 					<dim>5120</dim>
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-		<layer id="2091" name="Constant_4783" type="Const" version="opset1">
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@@ -31418,14 +28365,14 @@
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-		<layer id="2093" name="Constant_152070" type="Const" version="opset1">
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@@ -31435,7 +28382,7 @@
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@@ -31450,14 +28397,14 @@
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@@ -31473,7 +28420,7 @@
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 		</layer>
-		<layer id="2096" name="__module.model.layers.9.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1850" name="__module.model.layers.9.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -31488,14 +28435,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1561">
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 		</layer>
-		<layer id="2097" name="__module.model.layers.9.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1851" name="__module.model.layers.9.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31510,14 +28457,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1750,1751,hidden_states.237,hidden_states.239">
+				<port id="2" precision="FP32" names="1562,1563,hidden_states.237,hidden_states.239">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="2098" name="__module.model.layers.9.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1852" name="__module.model.layers.9.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31532,101 +28479,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1752,1754,hidden_states.241">
+				<port id="2" precision="FP32" names="1564,1566,hidden_states.241">
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 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2099" name="self.model.layers.9.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="1820221280" size="26214400" />
+		<layer id="1853" name="self.model.layers.9.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1647456480" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2100" name="Convert_206409" type="Convert" version="opset1">
+		<layer id="1854" name="Convert_236399" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2101" name="self.model.layers.9.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="1846435680" size="5120" />
+		<layer id="1855" name="self.model.layers.9.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1660563680" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2102" name="Convert_206412" type="Convert" version="opset1">
+		<layer id="1856" name="Convert_236401" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2103" name="self.model.layers.9.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1857" name="self.model.layers.9.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2104" name="self.model.layers.9.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="1846440800" size="10240" />
+		<layer id="1858" name="self.model.layers.9.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1660666080" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2105" name="self.model.layers.9.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1859" name="self.model.layers.9.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1860" name="Constant_236406" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1861" name="Reshape_236407" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -31634,8 +28621,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2106" name="self.model.layers.9.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1862" name="__module.model.layers.9.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -31649,7 +28639,7 @@
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 			</output>
 		</layer>
-		<layer id="2107" name="__module.model.layers.9.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1863" name="__module.model.layers.9.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31663,14 +28653,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1768,value_states.19">
+				<port id="2" precision="FP32" names="1579,value_states.19">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2108" name="Constant_161059" type="Const" version="opset1">
+		<layer id="1864" name="Constant_191623" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -31678,7 +28668,7 @@
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 		</layer>
-		<layer id="2109" name="__module.model.layers.9.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1865" name="__module.model.layers.9.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31691,7 +28681,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1587">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -31699,7 +28689,7 @@
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 		</layer>
-		<layer id="2110" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1866" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
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@@ -31707,7 +28697,7 @@
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 		</layer>
-		<layer id="2111" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1867" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -31720,7 +28710,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1588">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -31728,7 +28718,7 @@
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 			</output>
 		</layer>
-		<layer id="2112" name="__module.model.layers.9.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1868" name="__module.model.layers.9.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -31753,13 +28743,13 @@
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 			</output>
 		</layer>
-		<layer id="2114" name="Constant_198581" type="Const" version="opset1">
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 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="2115" name="Constant_198574" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -31767,7 +28757,7 @@
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 			</output>
 		</layer>
-		<layer id="2116" name="Constant_198576" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -31775,7 +28765,7 @@
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 			</output>
 		</layer>
-		<layer id="2117" name="Constant_198578" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -31783,7 +28773,7 @@
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 			</output>
 		</layer>
-		<layer id="2118" name="Concat_198579" type="Concat" version="opset1">
+		<layer id="1874" name="Concat_209771" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -31805,7 +28795,7 @@
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 			</output>
 		</layer>
-		<layer id="2119" name="Broadcast_198582" type="Broadcast" version="opset3">
+		<layer id="1875" name="Broadcast_209774" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -31822,7 +28812,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2120" name="ReadValue_192193" type="ReadValue" version="opset6">
+		<layer id="1876" name="ReadValue_206051" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.9.keypresent.9.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31841,13 +28831,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2121" name="Constant_185742" type="Const" version="opset1">
+		<layer id="1877" name="Constant_202253" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2122" name="Gather_185743" type="Gather" version="opset8">
+		<layer id="1878" name="Gather_202254" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31870,8 +28860,8 @@
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 			</output>
 		</layer>
-		<layer id="2123" name="self.model.layers.9.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="1846451040" size="13107200" />
+		<layer id="1879" name="self.model.layers.9.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1661075680" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -31880,7 +28870,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2124" name="Convert_206419" type="Convert" version="opset1">
+		<layer id="1880" name="Convert_236409" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -31897,8 +28887,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="1859558240" size="102400" />
+		<layer id="1881" name="self.model.layers.9.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1674182880" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -31907,7 +28897,7 @@
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 			</output>
 		</layer>
-		<layer id="2126" name="Convert_206421" type="Convert" version="opset1">
+		<layer id="1882" name="Convert_236411" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -31924,7 +28914,7 @@
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 			</output>
 		</layer>
-		<layer id="2127" name="self.model.layers.9.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31946,8 +28936,8 @@
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 			</output>
 		</layer>
-		<layer id="2128" name="self.model.layers.9.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="1859660640" size="409600" />
+		<layer id="1884" name="self.model.layers.9.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1674285280" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -31956,7 +28946,7 @@
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 			</output>
 		</layer>
-		<layer id="2129" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1885" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31978,7 +28968,7 @@
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 			</output>
 		</layer>
-		<layer id="2130" name="Constant_206426" type="Const" version="opset1">
+		<layer id="1886" name="Constant_236416" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -31986,7 +28976,7 @@
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 			</output>
 		</layer>
-		<layer id="2131" name="Reshape_206427" type="Reshape" version="opset1">
+		<layer id="1887" name="Reshape_236417" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32005,8 +28995,11 @@
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 			</output>
 		</layer>
-		<layer id="2132" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1888" name="__module.model.layers.9.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -32020,7 +29013,7 @@
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 			</output>
 		</layer>
-		<layer id="2133" name="__module.model.layers.9.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1889" name="__module.model.layers.9.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -32034,14 +29027,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1577,key_states.23">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="2134" name="Constant_161058" type="Const" version="opset1">
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@@ -32049,7 +29042,7 @@
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 		</layer>
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+		<layer id="1891" name="__module.model.layers.9.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -32062,7 +29055,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1584">
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 					<dim>-1</dim>
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@@ -32070,7 +29063,7 @@
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 		</layer>
-		<layer id="2136" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1892" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -32078,7 +29071,7 @@
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 			</output>
 		</layer>
-		<layer id="2137" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1893" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32091,7 +29084,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1585,k.19">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -32099,142 +29092,7 @@
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 			</output>
 		</layer>
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-		<layer id="2140" name="__module.model.layers.9.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2141" name="__module.model.layers.9.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="177596528" size="12" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>3</dim>
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-			</output>
-		</layer>
-		<layer id="2142" name="__module.model.layers.9.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I32">
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-					<dim>-1</dim>
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-		</layer>
-		<layer id="2143" name="__module.model.layers.9.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-				<port id="2" precision="FP32" names="1795,emb.19">
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-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2144" name="__module.model.layers.9.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="FP32" names="1796,1798,1801,cos.55,cos.57">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="2145" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="1803,cos.59">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="2146" name="__module.model.layers.9.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1894" name="__module.model.layers.9.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32251,7 +29109,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1821">
+				<port id="2" precision="FP32" names="1607">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -32259,23 +29117,7 @@
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 			</output>
 		</layer>
-		<layer id="2147" name="Constant_132775" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="2148" name="Constant_132774" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="2149" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="1895" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32291,13 +29133,13 @@
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 			</output>
 		</layer>
-		<layer id="2150" name="__module.model.layers.9.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="1896" name="__module.model.layers.9.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2151" name="__module.model.layers.9.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1897" name="__module.model.layers.9.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -32307,10 +29149,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1822,1827" />
+				<port id="3" precision="I64" names="1608,1613" />
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 		</layer>
-		<layer id="2152" name="__module.model.layers.9.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="1898" name="__module.model.layers.9.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -32320,23 +29162,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2153" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1899" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1824,1825,1829,1830" />
+				<port id="1" precision="I64" names="1610,1611,1615,1616" />
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 		</layer>
-		<layer id="2154" name="Constant_157869" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="1900" name="Constant_139146" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2155" name="__module.model.layers.9.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="1901" name="__module.model.layers.9.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -32350,53 +29192,31 @@
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 			</output>
 		</layer>
-		<layer id="2156" name="Constant_132773" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1902" name="__module.model.layers.9.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
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-		<layer id="2157" name="ScatterUpdate_132776" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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-				</port>
 			</output>
 		</layer>
-		<layer id="2158" name="Constant_132779" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="1903" name="__module.model.layers.9.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2159" name="Constant_132782" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1904" name="__module.model.layers.9.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2160" name="__module.model.layers.9.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1905" name="__module.model.layers.9.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32405,17 +29225,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1831,x2.39">
+				<port id="5" precision="FP32" names="1617,x2.39">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -32423,8 +29246,8 @@
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 			</output>
 		</layer>
-		<layer id="2161" name="Constant_152074" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="1906" name="Constant_184091" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -32434,7 +29257,7 @@
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 			</output>
 		</layer>
-		<layer id="2162" name="__module.model.layers.9.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1907" name="__module.model.layers.9.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32451,7 +29274,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1832">
+				<port id="2" precision="FP32" names="1618">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -32459,24 +29282,31 @@
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 			</output>
 		</layer>
-		<layer id="2163" name="Constant_132827" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="1908" name="__module.model.layers.9.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2164" name="Constant_132832" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1909" name="__module.model.layers.9.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2165" name="__module.model.layers.9.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1910" name="__module.model.layers.9.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1911" name="__module.model.layers.9.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32485,17 +29315,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1612">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -32503,7 +29336,7 @@
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 			</output>
 		</layer>
-		<layer id="2166" name="__module.model.layers.9.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1912" name="__module.model.layers.9.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32520,7 +29353,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
@@ -32528,41 +29361,7 @@
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-		<layer id="2169" name="__module.model.layers.9.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1913" name="__module.model.layers.9.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32579,7 +29378,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1621">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -32587,7 +29386,7 @@
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 			</output>
 		</layer>
-		<layer id="2170" name="__module.model.layers.9.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1914" name="__module.model.layers.9.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32604,7 +29403,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1836">
+				<port id="2" precision="FP32" names="1622">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -32612,7 +29411,7 @@
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 			</output>
 		</layer>
-		<layer id="2171" name="__module.model.layers.9.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1915" name="__module.model.layers.9.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32637,8 +29436,125 @@
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 			</output>
 		</layer>
-		<layer id="2183" name="Constant_152372" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="1860070240" size="20480" />
+		<layer id="1927" name="Constant_209786" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="1928" name="Constant_209779" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1929" name="Constant_209781" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1930" name="Constant_209783" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1931" name="Concat_209784" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1932" name="Broadcast_209787" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>40</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1933" name="ReadValue_206029" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.39.valuepresent.39.value" variable_type="f32" variable_shape="?,40,?,128" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>40</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="past_key_values.39.value">
+					<dim>-1</dim>
+					<dim>40</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1934" name="Constant_202436" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1935" name="Gather_202437" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>40</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>40</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1936" name="Constant_184389" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 5120" offset="1674694880" size="20480" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -32647,8 +29563,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 128" offset="1860090720" size="13107200" />
+		<layer id="1937" name="self.model.layers.9.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1674715360" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -32657,7 +29573,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2185" name="Convert_206430" type="Convert" version="opset1">
+		<layer id="1938" name="Convert_236419" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -32674,8 +29590,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="1873197920" size="102400" />
+		<layer id="1939" name="self.model.layers.9.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1687822560" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -32684,7 +29600,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2187" name="Convert_206432" type="Convert" version="opset1">
+		<layer id="1940" name="Convert_236421" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -32701,7 +29617,7 @@
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 			</output>
 		</layer>
-		<layer id="2188" name="self.model.layers.9.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1941" name="self.model.layers.9.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32723,8 +29639,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 40, 1" offset="1873300320" size="409600" />
+		<layer id="1942" name="self.model.layers.9.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1687924960" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -32733,7 +29649,7 @@
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 			</output>
 		</layer>
-		<layer id="2190" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1943" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32755,7 +29671,7 @@
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 			</output>
 		</layer>
-		<layer id="2191" name="Constant_206437" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
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@@ -32763,7 +29679,7 @@
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 			</output>
 		</layer>
-		<layer id="2192" name="Reshape_206438" type="Reshape" version="opset1">
+		<layer id="1945" name="Reshape_236427" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32782,8 +29698,11 @@
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 			</output>
 		</layer>
-		<layer id="2193" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1946" name="__module.model.layers.9.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -32797,7 +29716,7 @@
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 			</output>
 		</layer>
-		<layer id="2194" name="__module.model.layers.9.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1947" name="__module.model.layers.9.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32811,14 +29730,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1575,query_states.19">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="2195" name="Constant_161057" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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 				<port id="0" precision="I64">
@@ -32826,7 +29745,7 @@
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 			</output>
 		</layer>
-		<layer id="2196" name="__module.model.layers.9.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="1949" name="__module.model.layers.9.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32839,7 +29758,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1581">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -32847,7 +29766,7 @@
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 		</layer>
-		<layer id="2197" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="1950" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -32855,7 +29774,7 @@
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 			</output>
 		</layer>
-		<layer id="2198" name="__module.model.layers.9.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="1951" name="__module.model.layers.9.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32868,7 +29787,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1771,q.19">
+				<port id="2" precision="FP32" names="1582,q.19">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -32876,7 +29795,7 @@
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 		</layer>
-		<layer id="2199" name="__module.model.layers.9.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1952" name="__module.model.layers.9.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32893,7 +29812,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -32901,23 +29820,7 @@
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32933,13 +29836,13 @@
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 			</output>
 		</layer>
-		<layer id="2203" name="__module.model.layers.9.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="1954" name="__module.model.layers.9.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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 		</layer>
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 			<data batch_dims="0" />
 			<input>
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@@ -32949,10 +29852,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="1592,1597" />
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -32962,23 +29865,23 @@
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 		</layer>
-		<layer id="2206" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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 				<port id="0" precision="I64" />
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 			<output>
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 			<data special_zero="false" />
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@@ -32992,53 +29895,31 @@
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-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1962" name="__module.model.layers.9.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1963" name="__module.model.layers.9.self_attn/aten::slice/Slice" type="Slice" version="opset8">
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 				<port id="0" precision="FP32">
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@@ -33047,17 +29928,20 @@
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 					<dim>40</dim>
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@@ -33065,8 +29949,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="1964" name="Constant_184090" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -33076,7 +29960,7 @@
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 			</output>
 		</layer>
-		<layer id="2215" name="__module.model.layers.9.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1965" name="__module.model.layers.9.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -33093,7 +29977,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -33101,24 +29985,31 @@
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 			</output>
 		</layer>
-		<layer id="2216" name="Constant_132727" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="1966" name="__module.model.layers.9.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2217" name="Constant_132732" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="1967" name="__module.model.layers.9.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1968" name="__module.model.layers.9.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1969" name="__module.model.layers.9.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33127,17 +30018,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -33145,7 +30039,7 @@
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 			</output>
 		</layer>
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+		<layer id="1970" name="__module.model.layers.9.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33162,7 +30056,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1604">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -33170,7 +30064,7 @@
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 			</output>
 		</layer>
-		<layer id="2220" name="__module.model.layers.9.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1971" name="__module.model.layers.9.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33187,7 +30081,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1605">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -33195,7 +30089,7 @@
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 			</output>
 		</layer>
-		<layer id="2221" name="__module.model.layers.9.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1972" name="__module.model.layers.9.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33212,7 +30106,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1606">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -33220,206 +30114,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="I64" />
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="2238" name="__module.model.layers.9.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1973" name="__module.model.layers.9.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33448,7 +30143,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -33456,7 +30151,7 @@
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 			</output>
 		</layer>
-		<layer id="2239" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1974" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -33464,7 +30159,7 @@
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 			</output>
 		</layer>
-		<layer id="2240" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33477,7 +30172,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1633">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -33485,7 +30180,7 @@
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 			</output>
 		</layer>
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33500,21 +30195,21 @@
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="2243" name="Constant_126867" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
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-		<layer id="2244" name="Gather_126868" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -33531,7 +30226,7 @@
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 			</output>
 		</layer>
-		<layer id="2245" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="1980" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -33542,12 +30237,12 @@
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 			<output>
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 			<data special_zero="false" />
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@@ -33561,15 +30256,15 @@
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-			<data element_type="u4" shape="5120, 40, 128" offset="1873709920" size="13107200" />
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+			<data element_type="u4" shape="5120, 40, 128" offset="1688334560" size="13107200" />
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@@ -33578,7 +30273,7 @@
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-		<layer id="2248" name="Convert_206441" type="Convert" version="opset1">
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@@ -33595,8 +30290,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="1886817120" size="102400" />
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+			<data element_type="u4" shape="5120, 40, 1" offset="1701441760" size="102400" />
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 				<port id="0" precision="U4">
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@@ -33605,7 +30300,7 @@
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-		<layer id="2250" name="Convert_206443" type="Convert" version="opset1">
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 			<input>
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@@ -33622,7 +30317,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -33644,8 +30339,8 @@
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-			<data element_type="f16" shape="5120, 40, 1" offset="1886919520" size="409600" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="1701544160" size="409600" />
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 				<port id="0" precision="FP16">
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@@ -33654,7 +30349,7 @@
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+		<layer id="1988" name="self.model.layers.9.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -33676,7 +30371,7 @@
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-		<layer id="2254" name="Constant_206448" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
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@@ -33684,7 +30379,7 @@
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-		<layer id="2255" name="Reshape_206449" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -33703,8 +30398,11 @@
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 		</layer>
-		<layer id="2256" name="self.model.layers.9.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1991" name="__module.model.layers.9.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -33718,13 +30416,13 @@
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -33732,14 +30430,14 @@
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@@ -33754,15 +30452,15 @@
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 					<dim>5120</dim>
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-		<layer id="2259" name="Constant_152078" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="1887329120" size="20480" />
+		<layer id="1994" name="Constant_184095" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -33771,7 +30469,7 @@
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-		<layer id="2260" name="Constant_152077" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
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@@ -33781,7 +30479,7 @@
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-		<layer id="2261" name="Constant_152075" type="Const" version="opset1">
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@@ -33791,7 +30489,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -33806,22 +30504,22 @@
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 					<dim>5120</dim>
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-		<layer id="2263" name="Constant_5205" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
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 			<data keep_dims="true" />
 			<input>
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@@ -33834,14 +30532,14 @@
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 			<output>
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-		<layer id="2265" name="Constant_152076" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
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@@ -33851,7 +30549,7 @@
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-		<layer id="2266" name="__module.model.layers.9.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -33866,14 +30564,14 @@
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-		<layer id="2267" name="__module.model.layers.9.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -33889,7 +30587,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -33904,14 +30602,14 @@
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+		<layer id="2004" name="__module.model.layers.9.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 			<data auto_broadcast="numpy" />
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@@ -33948,15 +30646,15 @@
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 					<dim>5120</dim>
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@@ -33965,7 +30663,7 @@
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-		<layer id="2272" name="Convert_206463" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -33982,8 +30680,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="1922739040" size="276480" />
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@@ -33992,7 +30690,7 @@
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-		<layer id="2274" name="Convert_206465" type="Convert" version="opset1">
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@@ -34009,7 +30707,7 @@
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@@ -34031,8 +30729,8 @@
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 				<port id="0" precision="FP16">
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@@ -34041,7 +30739,7 @@
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@@ -34063,15 +30761,15 @@
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 			<input>
 				<port id="0" precision="FP16">
@@ -34090,8 +30788,11 @@
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+		<layer id="2015" name="__module.model.layers.9.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 				<port id="0" precision="FP16">
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@@ -34105,7 +30806,7 @@
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 				<port id="0" precision="FP32">
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@@ -34135,15 +30836,15 @@
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@@ -34152,7 +30853,7 @@
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@@ -34169,8 +30870,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="1959510880" size="276480" />
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@@ -34179,7 +30880,7 @@
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@@ -34196,7 +30897,7 @@
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@@ -34218,8 +30919,8 @@
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@@ -34228,7 +30929,7 @@
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@@ -34250,15 +30951,15 @@
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@@ -34277,8 +30978,11 @@
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+		<layer id="2027" name="__module.model.layers.9.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -34292,7 +30996,7 @@
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@@ -34306,14 +31010,14 @@
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-		<layer id="2294" name="__module.model.layers.9.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -34328,15 +31032,15 @@
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 					<dim>13824</dim>
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@@ -34345,7 +31049,7 @@
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-		<layer id="2296" name="Convert_206474" type="Convert" version="opset1">
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@@ -34362,8 +31066,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="1996282720" size="276480" />
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@@ -34372,7 +31076,7 @@
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-		<layer id="2298" name="Convert_206476" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -34389,7 +31093,7 @@
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@@ -34411,8 +31115,8 @@
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-			<data element_type="f16" shape="5120, 108, 1" offset="1996559200" size="1105920" />
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@@ -34421,7 +31125,7 @@
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@@ -34443,15 +31147,15 @@
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-		<layer id="2303" name="Reshape_206482" type="Reshape" version="opset1">
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 			<input>
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@@ -34470,8 +31174,11 @@
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-		<layer id="2304" name="self.model.layers.9.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2039" name="__module.model.layers.9.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
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@@ -34485,7 +31192,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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 			<input>
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@@ -34521,15 +31228,15 @@
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+		<layer id="2042" name="Constant_184099" type="Const" version="opset1">
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@@ -34538,7 +31245,7 @@
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-		<layer id="2308" name="Constant_152081" type="Const" version="opset1">
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@@ -34548,7 +31255,7 @@
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-		<layer id="2309" name="Constant_152079" type="Const" version="opset1">
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@@ -34558,7 +31265,7 @@
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 			<data auto_broadcast="numpy" />
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-		<layer id="2311" name="Constant_5276" type="Const" version="opset1">
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 			<data keep_dims="true" />
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-		<layer id="2313" name="Constant_152080" type="Const" version="opset1">
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@@ -34618,7 +31325,7 @@
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@@ -34656,7 +31363,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -34749,8 +31456,8 @@
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 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -34808,7 +31515,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -34830,7 +31537,7 @@
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 			</output>
 		</layer>
-		<layer id="2326" name="Constant_206514" type="Const" version="opset1">
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@@ -34838,7 +31545,7 @@
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 			</output>
 		</layer>
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+		<layer id="2062" name="Reshape_236467" type="Reshape" version="opset1">
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 				<port id="0" precision="FP16">
@@ -34857,8 +31564,11 @@
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 			</output>
 		</layer>
-		<layer id="2328" name="self.model.layers.10.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2063" name="__module.model.layers.10.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -34872,7 +31582,7 @@
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 		</layer>
-		<layer id="2329" name="__module.model.layers.10.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2064" name="__module.model.layers.10.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -34886,14 +31596,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1697,query_states.21">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="2330" name="Constant_161060" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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@@ -34901,7 +31611,7 @@
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 			</output>
 		</layer>
-		<layer id="2331" name="__module.model.layers.10.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="2066" name="__module.model.layers.10.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34914,7 +31624,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1703">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -34922,7 +31632,7 @@
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 			</output>
 		</layer>
-		<layer id="2332" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="2067" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -34930,7 +31640,7 @@
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 			</output>
 		</layer>
-		<layer id="2333" name="__module.model.layers.10.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="2068" name="__module.model.layers.10.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -34943,7 +31653,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1919,q.21">
+				<port id="2" precision="FP32" names="1704,q.21">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -34951,142 +31661,7 @@
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 			</output>
 		</layer>
-		<layer id="2334" name="__module.model.layers.10.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
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-			<input>
-				<port id="0" precision="FP32">
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-		<layer id="2336" name="__module.model.layers.10.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
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-					<dim>-1</dim>
-				</port>
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-		</layer>
-		<layer id="2337" name="__module.model.layers.10.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="177596528" size="12" />
-			<output>
-				<port id="0" precision="I32">
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-			</output>
-		</layer>
-		<layer id="2338" name="__module.model.layers.10.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I32">
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-		<layer id="2339" name="__module.model.layers.10.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
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-		<layer id="2340" name="__module.model.layers.10.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
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-		<layer id="2341" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>1</dim>
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-		</layer>
-		<layer id="2342" name="__module.model.layers.10.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2069" name="__module.model.layers.10.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35103,7 +31678,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1953">
+				<port id="2" precision="FP32" names="1713">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -35111,23 +31686,7 @@
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 			</output>
 		</layer>
-		<layer id="2343" name="Constant_132887" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="2344" name="Constant_132886" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="2345" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="2070" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35143,13 +31702,13 @@
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 			</output>
 		</layer>
-		<layer id="2346" name="__module.model.layers.10.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="2071" name="__module.model.layers.10.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2347" name="__module.model.layers.10.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="2072" name="__module.model.layers.10.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -35159,10 +31718,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1954,1959" />
+				<port id="3" precision="I64" names="1714,1719" />
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 		</layer>
-		<layer id="2348" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2073" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -35172,23 +31731,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2349" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2074" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1956,1957,1961,1962" />
+				<port id="1" precision="I64" names="1716,1717,1721,1722" />
 			</output>
 		</layer>
-		<layer id="2350" name="Constant_157871" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="2075" name="Constant_139150" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2351" name="__module.model.layers.10.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="2076" name="__module.model.layers.10.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -35202,53 +31761,31 @@
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 			</output>
 		</layer>
-		<layer id="2352" name="Constant_132885" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2077" name="__module.model.layers.10.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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 					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="2078" name="__module.model.layers.10.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2355" name="Constant_132894" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2079" name="__module.model.layers.10.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2080" name="__module.model.layers.10.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -35257,17 +31794,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -35275,8 +31815,8 @@
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="2081" name="Constant_184100" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -35286,7 +31826,7 @@
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 			</output>
 		</layer>
-		<layer id="2358" name="__module.model.layers.10.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2082" name="__module.model.layers.10.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35303,7 +31843,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -35311,24 +31851,31 @@
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 		</layer>
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2085" name="__module.model.layers.10.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2086" name="__module.model.layers.10.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -35337,17 +31884,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1718">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -35355,7 +31905,7 @@
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 			</output>
 		</layer>
-		<layer id="2362" name="__module.model.layers.10.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2087" name="__module.model.layers.10.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35372,7 +31922,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1726">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -35380,41 +31930,7 @@
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 			</output>
 		</layer>
-		<layer id="2363" name="__module.model.layers.10.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="2364" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="1952,sin.65">
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="2365" name="__module.model.layers.10.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2088" name="__module.model.layers.10.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35431,7 +31947,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1967">
+				<port id="2" precision="FP32" names="1727">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -35439,7 +31955,7 @@
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 			</output>
 		</layer>
-		<layer id="2366" name="__module.model.layers.10.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2089" name="__module.model.layers.10.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35456,7 +31972,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1968">
+				<port id="2" precision="FP32" names="1728">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -35464,13 +31980,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2367" name="Constant_198594" type="Const" version="opset1">
+		<layer id="2090" name="Constant_209812" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2368" name="Constant_198587" type="Const" version="opset1">
+		<layer id="2091" name="Constant_209805" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -35478,7 +31994,7 @@
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 			</output>
 		</layer>
-		<layer id="2369" name="Constant_198589" type="Const" version="opset1">
+		<layer id="2092" name="Constant_209807" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -35486,7 +32002,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2370" name="Constant_198591" type="Const" version="opset1">
+		<layer id="2093" name="Constant_209809" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -35494,7 +32010,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2371" name="Concat_198592" type="Concat" version="opset1">
+		<layer id="2094" name="Concat_209810" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -35516,7 +32032,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2372" name="Broadcast_198595" type="Broadcast" version="opset3">
+		<layer id="2095" name="Broadcast_209813" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -35533,7 +32049,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2373" name="ReadValue_192045" type="ReadValue" version="opset6">
+		<layer id="2096" name="ReadValue_205903" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.10.keypresent.10.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35552,13 +32068,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2374" name="Constant_185748" type="Const" version="opset1">
+		<layer id="2097" name="Constant_202259" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2375" name="Gather_185749" type="Gather" version="opset8">
+		<layer id="2098" name="Gather_202260" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35581,8 +32097,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2376" name="self.model.layers.10.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="2011304800" size="13107200" />
+		<layer id="2099" name="self.model.layers.10.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1825929440" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -35591,7 +32107,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2377" name="Convert_206485" type="Convert" version="opset1">
+		<layer id="2100" name="Convert_236449" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -35608,8 +32124,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2378" name="self.model.layers.10.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="2024412000" size="102400" />
+		<layer id="2101" name="self.model.layers.10.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1839036640" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -35618,7 +32134,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2379" name="Convert_206487" type="Convert" version="opset1">
+		<layer id="2102" name="Convert_236451" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -35635,7 +32151,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2380" name="self.model.layers.10.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2103" name="self.model.layers.10.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35657,8 +32173,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2381" name="self.model.layers.10.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="2024514400" size="409600" />
+		<layer id="2104" name="self.model.layers.10.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1839139040" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -35667,7 +32183,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2382" name="self.model.layers.10.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2105" name="self.model.layers.10.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35689,7 +32205,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2383" name="Constant_206492" type="Const" version="opset1">
+		<layer id="2106" name="Constant_236456" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -35697,7 +32213,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2384" name="Reshape_206493" type="Reshape" version="opset1">
+		<layer id="2107" name="Reshape_236457" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35716,8 +32232,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2385" name="self.model.layers.10.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2108" name="__module.model.layers.10.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -35731,7 +32250,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2386" name="__module.model.layers.10.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2109" name="__module.model.layers.10.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35745,14 +32264,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1914,key_states.25">
+				<port id="2" precision="FP32" names="1699,key_states.25">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2387" name="Constant_161061" type="Const" version="opset1">
+		<layer id="2110" name="Constant_191625" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -35760,7 +32279,7 @@
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 			</output>
 		</layer>
-		<layer id="2388" name="__module.model.layers.10.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2111" name="__module.model.layers.10.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35773,7 +32292,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1921">
+				<port id="2" precision="FP32" names="1706">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -35781,7 +32300,7 @@
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 		</layer>
-		<layer id="2389" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2112" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -35789,7 +32308,7 @@
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 			</output>
 		</layer>
-		<layer id="2390" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2113" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -35802,7 +32321,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1922,k.21">
+				<port id="2" precision="FP32" names="1707,k.21">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -35810,7 +32329,7 @@
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 			</output>
 		</layer>
-		<layer id="2391" name="__module.model.layers.10.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2114" name="__module.model.layers.10.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35827,7 +32346,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1969">
+				<port id="2" precision="FP32" names="1729">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -35835,23 +32354,7 @@
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-		<layer id="2392" name="Constant_132987" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="2393" name="Constant_132986" type="Const" version="opset1">
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-		<layer id="2394" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2115" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35867,13 +32370,13 @@
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 			</output>
 		</layer>
-		<layer id="2395" name="__module.model.layers.10.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="2116" name="__module.model.layers.10.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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 		</layer>
-		<layer id="2396" name="__module.model.layers.10.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2117" name="__module.model.layers.10.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -35883,10 +32386,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="1730,1735" />
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 		</layer>
-		<layer id="2397" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="2118" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -35896,23 +32399,23 @@
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 		</layer>
-		<layer id="2398" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="2120" name="Constant_139151" type="Const" version="opset1">
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 		</layer>
-		<layer id="2400" name="__module.model.layers.10.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="2121" name="__module.model.layers.10.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -35926,53 +32429,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2401" name="Constant_132985" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2122" name="__module.model.layers.10.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2402" name="ScatterUpdate_132988" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2403" name="Constant_132991" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="2123" name="__module.model.layers.10.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2404" name="Constant_132994" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2124" name="__module.model.layers.10.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2405" name="__module.model.layers.10.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2125" name="__module.model.layers.10.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -35981,17 +32462,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1979,x2.43">
+				<port id="5" precision="FP32" names="1739,x2.43">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -35999,8 +32483,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2406" name="Constant_152084" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="2126" name="Constant_184101" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -36010,7 +32494,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2407" name="__module.model.layers.10.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2127" name="__module.model.layers.10.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36027,7 +32511,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1980">
+				<port id="2" precision="FP32" names="1740">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -36035,24 +32519,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2408" name="Constant_133039" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="2128" name="__module.model.layers.10.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2409" name="Constant_133044" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2129" name="__module.model.layers.10.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2410" name="__module.model.layers.10.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2130" name="__module.model.layers.10.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2131" name="__module.model.layers.10.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -36061,17 +32552,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1974">
+				<port id="5" precision="FP32" names="1734">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -36079,7 +32573,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2411" name="__module.model.layers.10.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2132" name="__module.model.layers.10.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36096,7 +32590,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1982">
+				<port id="2" precision="FP32" names="1742">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -36104,7 +32598,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2412" name="__module.model.layers.10.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2133" name="__module.model.layers.10.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36121,7 +32615,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1983">
+				<port id="2" precision="FP32" names="1743">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -36129,7 +32623,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2413" name="__module.model.layers.10.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2134" name="__module.model.layers.10.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36146,7 +32640,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1984">
+				<port id="2" precision="FP32" names="1744">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -36154,7 +32648,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2414" name="__module.model.layers.10.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2135" name="__module.model.layers.10.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36179,13 +32673,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2415" name="Constant_198607" type="Const" version="opset1">
+		<layer id="2136" name="Constant_209799" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2416" name="Constant_198600" type="Const" version="opset1">
+		<layer id="2137" name="Constant_209792" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -36193,7 +32687,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2417" name="Constant_198602" type="Const" version="opset1">
+		<layer id="2138" name="Constant_209794" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -36201,7 +32695,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2418" name="Constant_198604" type="Const" version="opset1">
+		<layer id="2139" name="Constant_209796" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -36209,7 +32703,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2419" name="Concat_198605" type="Concat" version="opset1">
+		<layer id="2140" name="Concat_209797" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -36231,7 +32725,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2420" name="Broadcast_198608" type="Broadcast" version="opset3">
+		<layer id="2141" name="Broadcast_209800" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -36248,7 +32742,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2421" name="ReadValue_192047" type="ReadValue" version="opset6">
+		<layer id="2142" name="ReadValue_205905" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.10.valuepresent.10.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36267,13 +32761,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2422" name="Constant_185751" type="Const" version="opset1">
+		<layer id="2143" name="Constant_202262" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2423" name="Gather_185752" type="Gather" version="opset8">
+		<layer id="2144" name="Gather_202263" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36296,94 +32790,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2424" name="self.model.layers.10.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="2024924000" size="26214400" />
+		<layer id="2145" name="self.model.layers.10.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1839548640" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2425" name="Convert_206497" type="Convert" version="opset1">
+		<layer id="2146" name="Convert_236439" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2426" name="self.model.layers.10.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="2051138400" size="5120" />
+		<layer id="2147" name="self.model.layers.10.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1852655840" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2427" name="Convert_206500" type="Convert" version="opset1">
+		<layer id="2148" name="Convert_236441" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2428" name="self.model.layers.10.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2149" name="self.model.layers.10.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2429" name="self.model.layers.10.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="2051143520" size="10240" />
+		<layer id="2150" name="self.model.layers.10.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1852758240" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2430" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2151" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2152" name="Constant_236446" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2153" name="Reshape_236447" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -36391,8 +32925,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2431" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2154" name="__module.model.layers.10.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -36406,7 +32943,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2432" name="__module.model.layers.10.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2155" name="__module.model.layers.10.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -36420,14 +32957,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="2433" name="Constant_161062" type="Const" version="opset1">
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@@ -36435,7 +32972,7 @@
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 		</layer>
-		<layer id="2434" name="__module.model.layers.10.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2157" name="__module.model.layers.10.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -36448,7 +32985,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1709">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -36456,7 +32993,7 @@
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 		</layer>
-		<layer id="2435" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2158" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -36464,7 +33001,7 @@
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 			</output>
 		</layer>
-		<layer id="2436" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2159" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -36477,7 +33014,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1710">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -36485,7 +33022,7 @@
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 		</layer>
-		<layer id="2437" name="__module.model.layers.10.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2160" name="__module.model.layers.10.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -36510,206 +33047,7 @@
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-		<layer id="2442" name="Constant_158783" type="Const" version="opset1">
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-		<layer id="2443" name="Constant_158784" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="2444" name="Gather_158785" type="Gather" version="opset8">
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-			<input>
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-		<layer id="2446" name="Constant_158787" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		<layer id="2447" name="Constant_158788" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		</layer>
-		<layer id="2448" name="Gather_158789" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-		</layer>
-		<layer id="2449" name="Add_158790" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
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-		<layer id="2450" name="Constant_133085" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="2451" name="ScatterUpdate_133091" type="ScatterUpdate" version="opset3">
-			<input>
-				<port id="0" precision="I64">
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-				<port id="3" precision="I32">
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-		<layer id="2452" name="Constant_133094" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="2453" name="__module.model.layers.10.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I64">
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-		<layer id="2454" name="__module.model.layers.10.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2161" name="__module.model.layers.10.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36738,7 +33076,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1994,attn_output.41">
+				<port id="4" precision="FP32" names="1754,attn_output.41">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -36746,7 +33084,7 @@
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 			</output>
 		</layer>
-		<layer id="2455" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="2162" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -36754,7 +33092,7 @@
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 			</output>
 		</layer>
-		<layer id="2456" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2163" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -36767,7 +33105,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1755">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -36775,7 +33113,7 @@
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 			</output>
 		</layer>
-		<layer id="2457" name="__module.model.layers.10.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="2164" name="__module.model.layers.10.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36790,21 +33128,21 @@
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 			</output>
 		</layer>
-		<layer id="2458" name="Constant_126876" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="2165" name="Constant_176793" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204835008" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2459" name="Constant_126877" type="Const" version="opset1">
+		<layer id="2166" name="Constant_176794" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2460" name="Gather_126878" type="Gather" version="opset8">
+		<layer id="2167" name="Gather_176795" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -36821,7 +33159,7 @@
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 			</output>
 		</layer>
-		<layer id="2461" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="2168" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -36832,12 +33170,12 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="1757">
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 			</output>
 		</layer>
-		<layer id="2462" name="__module.model.layers.10.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="2169" name="__module.model.layers.10.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36851,15 +33189,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1998">
+				<port id="2" precision="FP32" names="1758">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2463" name="self.model.layers.10.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="2051153760" size="13107200" />
+		<layer id="2170" name="self.model.layers.10.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1853167840" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -36868,7 +33206,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2464" name="Convert_206518" type="Convert" version="opset1">
+		<layer id="2171" name="Convert_236469" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -36885,8 +33223,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2465" name="self.model.layers.10.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="2064260960" size="102400" />
+		<layer id="2172" name="self.model.layers.10.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="1866275040" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -36895,7 +33233,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2466" name="Convert_206520" type="Convert" version="opset1">
+		<layer id="2173" name="Convert_236471" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -36912,7 +33250,7 @@
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 			</output>
 		</layer>
-		<layer id="2467" name="self.model.layers.10.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2174" name="self.model.layers.10.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -36934,8 +33272,8 @@
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 			</output>
 		</layer>
-		<layer id="2468" name="self.model.layers.10.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="2064363360" size="409600" />
+		<layer id="2175" name="self.model.layers.10.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="1866377440" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -36944,7 +33282,7 @@
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 			</output>
 		</layer>
-		<layer id="2469" name="self.model.layers.10.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2176" name="self.model.layers.10.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -36966,7 +33304,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2470" name="Constant_206525" type="Const" version="opset1">
+		<layer id="2177" name="Constant_236476" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -36974,7 +33312,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2471" name="Reshape_206526" type="Reshape" version="opset1">
+		<layer id="2178" name="Reshape_236477" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -36993,8 +33331,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2472" name="self.model.layers.10.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2179" name="__module.model.layers.10.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -37008,13 +33349,13 @@
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 			</output>
 		</layer>
-		<layer id="2473" name="__module.model.layers.10.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2180" name="__module.model.layers.10.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -37022,14 +33363,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2000,2002,hidden_states.273">
+				<port id="2" precision="FP32" names="1760,1762,hidden_states.273">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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+		<layer id="2182" name="Constant_184105" type="Const" version="opset1">
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@@ -37061,7 +33402,7 @@
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@@ -37071,7 +33412,7 @@
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@@ -37081,7 +33422,7 @@
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@@ -37124,14 +33465,14 @@
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@@ -37141,7 +33482,7 @@
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@@ -37156,14 +33497,14 @@
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@@ -37179,7 +33520,7 @@
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@@ -37194,14 +33535,14 @@
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@@ -37216,14 +33557,14 @@
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-		<layer id="2486" name="__module.model.layers.10.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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@@ -37238,15 +33579,15 @@
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@@ -37255,7 +33596,7 @@
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-		<layer id="2488" name="Convert_206540" type="Convert" version="opset1">
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@@ -37272,8 +33613,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="2100182880" size="276480" />
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 				<port id="0" precision="U4">
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@@ -37282,7 +33623,7 @@
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-		<layer id="2490" name="Convert_206542" type="Convert" version="opset1">
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@@ -37299,7 +33640,7 @@
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@@ -37321,8 +33662,8 @@
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@@ -37331,7 +33672,7 @@
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@@ -37353,15 +33694,15 @@
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 			<input>
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@@ -37380,8 +33721,11 @@
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 		</layer>
-		<layer id="2496" name="self.model.layers.10.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2203" name="__module.model.layers.10.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
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@@ -37395,7 +33739,7 @@
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 		</layer>
-		<layer id="2497" name="__module.model.layers.10.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -37409,14 +33753,14 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -37425,15 +33769,15 @@
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 					<dim>13824</dim>
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 				<port id="0" precision="U4">
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@@ -37442,7 +33786,7 @@
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-		<layer id="2500" name="Convert_206529" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -37459,8 +33803,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="2136954720" size="276480" />
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 				<port id="0" precision="U4">
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@@ -37469,7 +33813,7 @@
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-		<layer id="2502" name="Convert_206531" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -37486,7 +33830,7 @@
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 			<input>
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@@ -37508,8 +33852,8 @@
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@@ -37518,7 +33862,7 @@
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@@ -37540,15 +33884,15 @@
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@@ -37567,8 +33911,11 @@
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 			<data destination_type="f32" />
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@@ -37635,7 +33982,7 @@
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@@ -37760,8 +34107,11 @@
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@@ -38022,7 +34372,7 @@
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@@ -38049,7 +34399,7 @@
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@@ -38066,7 +34416,7 @@
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@@ -38098,7 +34448,7 @@
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@@ -38120,7 +34470,7 @@
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@@ -38147,8 +34497,11 @@
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 			<data destination_type="f32" />
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-				<port id="0" precision="FP32">
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-				<port id="0" precision="FP32">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-				<port id="2" precision="FP32" names="2099,cos.71">
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-					<dim>1</dim>
-					<dim>-1</dim>
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-			</output>
-		</layer>
-		<layer id="2558" name="__module.model.layers.11.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2257" name="__module.model.layers.11.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38393,7 +34611,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2101">
+				<port id="2" precision="FP32" names="1835">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -38401,23 +34619,7 @@
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 			</output>
 		</layer>
-		<layer id="2559" name="Constant_133099" type="Const" version="opset1">
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-		<layer id="2560" name="Constant_133098" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="2561" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="2258" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38433,13 +34635,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2562" name="__module.model.layers.11.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="2259" name="__module.model.layers.11.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2563" name="__module.model.layers.11.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="2260" name="__module.model.layers.11.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -38449,10 +34651,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2102,2107" />
+				<port id="3" precision="I64" names="1836,1841" />
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 		</layer>
-		<layer id="2564" name="__module.model.layers.11.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2261" name="__module.model.layers.11.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -38462,23 +34664,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2565" name="__module.model.layers.11.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2262" name="__module.model.layers.11.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2104,2105,2109,2110" />
+				<port id="1" precision="I64" names="1838,1839,1843,1844" />
 			</output>
 		</layer>
-		<layer id="2566" name="Constant_157875" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="2263" name="Constant_139155" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2567" name="__module.model.layers.11.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="2264" name="__module.model.layers.11.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -38492,53 +34694,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2568" name="Constant_133097" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2265" name="__module.model.layers.11.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="2569" name="ScatterUpdate_133100" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
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-				<port id="3" precision="I32">
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 			</output>
 		</layer>
-		<layer id="2570" name="Constant_133103" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="2266" name="__module.model.layers.11.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2571" name="Constant_133106" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2267" name="__module.model.layers.11.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2572" name="__module.model.layers.11.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2268" name="__module.model.layers.11.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38547,17 +34727,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2111,x2.45">
+				<port id="5" precision="FP32" names="1845,x2.45">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -38565,8 +34748,8 @@
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 			</output>
 		</layer>
-		<layer id="2573" name="Constant_152093" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="2269" name="Constant_184110" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -38576,7 +34759,7 @@
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 			</output>
 		</layer>
-		<layer id="2574" name="__module.model.layers.11.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2270" name="__module.model.layers.11.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38593,7 +34776,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2112">
+				<port id="2" precision="FP32" names="1846">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -38601,24 +34784,31 @@
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 			</output>
 		</layer>
-		<layer id="2575" name="Constant_133151" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="2271" name="__module.model.layers.11.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2576" name="Constant_133156" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2272" name="__module.model.layers.11.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2577" name="__module.model.layers.11.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2273" name="__module.model.layers.11.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2274" name="__module.model.layers.11.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38627,17 +34817,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2106">
+				<port id="5" precision="FP32" names="1840">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -38645,7 +34838,7 @@
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 			</output>
 		</layer>
-		<layer id="2578" name="__module.model.layers.11.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2275" name="__module.model.layers.11.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38662,7 +34855,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2114">
+				<port id="2" precision="FP32" names="1848">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -38670,41 +34863,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2579" name="__module.model.layers.11.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32" names="2093,2095,2098,sin.67,sin.69">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2580" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2100,sin.71">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2581" name="__module.model.layers.11.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2276" name="__module.model.layers.11.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38721,7 +34880,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2115">
+				<port id="2" precision="FP32" names="1849">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -38729,7 +34888,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2582" name="__module.model.layers.11.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2277" name="__module.model.layers.11.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38746,7 +34905,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2116">
+				<port id="2" precision="FP32" names="1850">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -38754,13 +34913,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2583" name="Constant_198620" type="Const" version="opset1">
+		<layer id="2278" name="Constant_209838" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2584" name="Constant_198613" type="Const" version="opset1">
+		<layer id="2279" name="Constant_209831" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -38768,7 +34927,7 @@
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 			</output>
 		</layer>
-		<layer id="2585" name="Constant_198615" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -38776,7 +34935,7 @@
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 			</output>
 		</layer>
-		<layer id="2586" name="Constant_198617" type="Const" version="opset1">
+		<layer id="2281" name="Constant_209835" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -38784,7 +34943,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2587" name="Concat_198618" type="Concat" version="opset1">
+		<layer id="2282" name="Concat_209836" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -38806,7 +34965,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2588" name="Broadcast_198621" type="Broadcast" version="opset3">
+		<layer id="2283" name="Broadcast_209839" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -38823,7 +34982,7 @@
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 			</output>
 		</layer>
-		<layer id="2589" name="ReadValue_192049" type="ReadValue" version="opset6">
+		<layer id="2284" name="ReadValue_205907" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.11.keypresent.11.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38842,13 +35001,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2590" name="Constant_185754" type="Const" version="opset1">
+		<layer id="2285" name="Constant_202265" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2591" name="Gather_185755" type="Gather" version="opset8">
+		<layer id="2286" name="Gather_202266" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38871,8 +35030,8 @@
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 			</output>
 		</layer>
-		<layer id="2592" name="self.model.layers.11.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="2188748640" size="13107200" />
+		<layer id="2287" name="self.model.layers.11.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="1990762720" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -38881,7 +35040,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2593" name="Convert_206562" type="Convert" version="opset1">
+		<layer id="2288" name="Convert_236489" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -38898,8 +35057,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2594" name="self.model.layers.11.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="2201855840" size="102400" />
+		<layer id="2289" name="self.model.layers.11.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2003869920" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -38908,7 +35067,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2595" name="Convert_206564" type="Convert" version="opset1">
+		<layer id="2290" name="Convert_236491" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -38925,7 +35084,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2596" name="self.model.layers.11.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2291" name="self.model.layers.11.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38947,8 +35106,8 @@
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 			</output>
 		</layer>
-		<layer id="2597" name="self.model.layers.11.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="2201958240" size="409600" />
+		<layer id="2292" name="self.model.layers.11.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2003972320" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -38957,7 +35116,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2598" name="self.model.layers.11.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2293" name="self.model.layers.11.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38979,7 +35138,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2599" name="Constant_206569" type="Const" version="opset1">
+		<layer id="2294" name="Constant_236496" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -38987,7 +35146,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2600" name="Reshape_206570" type="Reshape" version="opset1">
+		<layer id="2295" name="Reshape_236497" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -39006,8 +35165,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2601" name="self.model.layers.11.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2296" name="__module.model.layers.11.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -39021,7 +35183,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2602" name="__module.model.layers.11.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2297" name="__module.model.layers.11.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39035,14 +35197,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1821,key_states.27">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2603" name="Constant_161064" type="Const" version="opset1">
+		<layer id="2298" name="Constant_191628" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -39050,7 +35212,7 @@
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 			</output>
 		</layer>
-		<layer id="2604" name="__module.model.layers.11.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2299" name="__module.model.layers.11.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39063,7 +35225,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2069">
+				<port id="2" precision="FP32" names="1828">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -39071,7 +35233,7 @@
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 			</output>
 		</layer>
-		<layer id="2605" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2300" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -39079,7 +35241,7 @@
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 			</output>
 		</layer>
-		<layer id="2606" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2301" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -39092,7 +35254,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2070,k.23">
+				<port id="2" precision="FP32" names="1829,k.23">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -39100,7 +35262,7 @@
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 			</output>
 		</layer>
-		<layer id="2607" name="__module.model.layers.11.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2302" name="__module.model.layers.11.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39117,7 +35279,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1851">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -39125,23 +35287,7 @@
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 			</output>
 		</layer>
-		<layer id="2608" name="Constant_133199" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="2609" name="Constant_133198" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="2610" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2303" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39157,13 +35303,13 @@
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 			</output>
 		</layer>
-		<layer id="2611" name="__module.model.layers.11.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="2304" name="__module.model.layers.11.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2612" name="__module.model.layers.11.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2305" name="__module.model.layers.11.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -39173,10 +35319,10 @@
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 			</input>
 			<output>
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+				<port id="3" precision="I64" names="1852,1857" />
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 		</layer>
-		<layer id="2613" name="__module.model.layers.11.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="2306" name="__module.model.layers.11.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -39186,23 +35332,23 @@
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 			</output>
 		</layer>
-		<layer id="2614" name="__module.model.layers.11.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="2307" name="__module.model.layers.11.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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 		</layer>
-		<layer id="2615" name="Constant_157877" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="2308" name="Constant_139156" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="2616" name="__module.model.layers.11.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="2309" name="__module.model.layers.11.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -39216,53 +35362,31 @@
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 			</output>
 		</layer>
-		<layer id="2617" name="Constant_133197" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2310" name="__module.model.layers.11.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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 				</port>
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-				<port id="3" precision="I32">
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 			</output>
 		</layer>
-		<layer id="2619" name="Constant_133203" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="2311" name="__module.model.layers.11.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="2620" name="Constant_133206" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2312" name="__module.model.layers.11.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2313" name="__module.model.layers.11.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -39271,17 +35395,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -39289,8 +35416,8 @@
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 			</output>
 		</layer>
-		<layer id="2622" name="Constant_152094" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="2314" name="Constant_184111" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -39300,7 +35427,7 @@
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 			</output>
 		</layer>
-		<layer id="2623" name="__module.model.layers.11.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2315" name="__module.model.layers.11.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39317,7 +35444,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1862">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -39325,24 +35452,31 @@
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 		</layer>
-		<layer id="2624" name="Constant_133251" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
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+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2625" name="Constant_133256" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2317" name="__module.model.layers.11.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2626" name="__module.model.layers.11.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2318" name="__module.model.layers.11.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2319" name="__module.model.layers.11.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -39351,17 +35485,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1856">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -39369,7 +35506,7 @@
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 			</output>
 		</layer>
-		<layer id="2627" name="__module.model.layers.11.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2320" name="__module.model.layers.11.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39386,7 +35523,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2130">
+				<port id="2" precision="FP32" names="1864">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -39394,7 +35531,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2628" name="__module.model.layers.11.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2321" name="__module.model.layers.11.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39411,7 +35548,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2131">
+				<port id="2" precision="FP32" names="1865">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -39419,7 +35556,7 @@
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 			</output>
 		</layer>
-		<layer id="2629" name="__module.model.layers.11.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2322" name="__module.model.layers.11.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39436,7 +35573,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2132">
+				<port id="2" precision="FP32" names="1866">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -39444,7 +35581,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2630" name="__module.model.layers.11.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2323" name="__module.model.layers.11.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39469,13 +35606,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2631" name="Constant_198633" type="Const" version="opset1">
+		<layer id="2324" name="Constant_209825" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2632" name="Constant_198626" type="Const" version="opset1">
+		<layer id="2325" name="Constant_209818" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -39483,7 +35620,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2633" name="Constant_198628" type="Const" version="opset1">
+		<layer id="2326" name="Constant_209820" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -39491,7 +35628,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2634" name="Constant_198630" type="Const" version="opset1">
+		<layer id="2327" name="Constant_209822" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -39499,7 +35636,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2635" name="Concat_198631" type="Concat" version="opset1">
+		<layer id="2328" name="Concat_209823" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -39521,7 +35658,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2636" name="Broadcast_198634" type="Broadcast" version="opset3">
+		<layer id="2329" name="Broadcast_209826" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -39538,7 +35675,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2637" name="ReadValue_192051" type="ReadValue" version="opset6">
+		<layer id="2330" name="ReadValue_205909" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.11.valuepresent.11.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39557,13 +35694,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2638" name="Constant_185757" type="Const" version="opset1">
+		<layer id="2331" name="Constant_202268" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2639" name="Gather_185758" type="Gather" version="opset8">
+		<layer id="2332" name="Gather_202269" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39586,94 +35723,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2640" name="self.model.layers.11.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="2202367840" size="26214400" />
+		<layer id="2333" name="self.model.layers.11.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2004381920" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2641" name="Convert_206574" type="Convert" version="opset1">
+		<layer id="2334" name="Convert_236479" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2642" name="self.model.layers.11.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="2228582240" size="5120" />
+		<layer id="2335" name="self.model.layers.11.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2017489120" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2643" name="Convert_206577" type="Convert" version="opset1">
+		<layer id="2336" name="Convert_236481" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2644" name="self.model.layers.11.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2337" name="self.model.layers.11.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2645" name="self.model.layers.11.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="2228587360" size="10240" />
+		<layer id="2338" name="self.model.layers.11.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2017591520" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2646" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2339" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2340" name="Constant_236486" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2341" name="Reshape_236487" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -39681,8 +35858,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2647" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2342" name="__module.model.layers.11.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -39696,7 +35876,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2648" name="__module.model.layers.11.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2343" name="__module.model.layers.11.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39710,14 +35890,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2064,value_states.23">
+				<port id="2" precision="FP32" names="1823,value_states.23">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2649" name="Constant_161065" type="Const" version="opset1">
+		<layer id="2344" name="Constant_191629" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -39725,7 +35905,7 @@
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 			</output>
 		</layer>
-		<layer id="2650" name="__module.model.layers.11.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2345" name="__module.model.layers.11.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39738,7 +35918,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2072">
+				<port id="2" precision="FP32" names="1831">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -39746,7 +35926,7 @@
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 			</output>
 		</layer>
-		<layer id="2651" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2346" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -39754,7 +35934,7 @@
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 			</output>
 		</layer>
-		<layer id="2652" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2347" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -39767,7 +35947,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2073">
+				<port id="2" precision="FP32" names="1832">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -39775,7 +35955,7 @@
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 			</output>
 		</layer>
-		<layer id="2653" name="__module.model.layers.11.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2348" name="__module.model.layers.11.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39800,206 +35980,7 @@
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 			</output>
 		</layer>
-		<layer id="2654" name="Constant_133301" type="Const" version="opset1">
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-		<layer id="2655" name="Constant_133302" type="Const" version="opset1">
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-		<layer id="2656" name="Constant_133298" type="Const" version="opset1">
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-				<port id="0" precision="I64" />
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-		<layer id="2660" name="Gather_158860" type="Gather" version="opset8">
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@@ -40158,7 +36139,7 @@
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 		</layer>
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@@ -40175,8 +36156,8 @@
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@@ -40185,7 +36166,7 @@
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 		</layer>
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@@ -40202,7 +36183,7 @@
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@@ -40234,7 +36215,7 @@
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@@ -40256,7 +36237,7 @@
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@@ -40283,8 +36264,11 @@
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 			<data destination_type="f32" />
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@@ -40298,13 +36282,13 @@
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@@ -40351,7 +36335,7 @@
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@@ -40431,7 +36415,7 @@
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@@ -40469,7 +36453,7 @@
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+		<layer id="2380" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -40506,14 +36490,14 @@
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 		</layer>
-		<layer id="2702" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2381" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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@@ -40528,15 +36512,15 @@
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-			<data element_type="u4" shape="13824, 40, 128" offset="2242237280" size="35389440" />
+		<layer id="2382" name="self.model.layers.11.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -40545,7 +36529,7 @@
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-		<layer id="2704" name="Convert_206617" type="Convert" version="opset1">
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 			<input>
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@@ -40562,8 +36546,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="2277626720" size="276480" />
+		<layer id="2384" name="self.model.layers.11.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="2067030240" size="276480" />
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 				<port id="0" precision="U4">
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@@ -40572,7 +36556,7 @@
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-		<layer id="2706" name="Convert_206619" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -40589,7 +36573,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -40611,8 +36595,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="2277903200" size="1105920" />
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 				<port id="0" precision="FP16">
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@@ -40621,7 +36605,7 @@
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 		</layer>
-		<layer id="2709" name="self.model.layers.11.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2388" name="self.model.layers.11.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -40643,15 +36627,15 @@
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-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="2389" name="Constant_235186" type="Const" version="opset1">
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-		<layer id="2711" name="Reshape_206625" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40670,8 +36654,11 @@
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 		</layer>
-		<layer id="2712" name="self.model.layers.11.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2391" name="__module.model.layers.11.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -40685,7 +36672,7 @@
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 		</layer>
-		<layer id="2713" name="__module.model.layers.11.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -40699,14 +36686,14 @@
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 			<output>
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 					<dim>13824</dim>
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+		<layer id="2393" name="__module.model.layers.11.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -40715,15 +36702,15 @@
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 			<output>
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 					<dim>13824</dim>
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-			<data element_type="u4" shape="13824, 40, 128" offset="2279009120" size="35389440" />
+		<layer id="2394" name="self.model.layers.11.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="2068412640" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -40732,7 +36719,7 @@
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 		</layer>
-		<layer id="2716" name="Convert_206606" type="Convert" version="opset1">
+		<layer id="2395" name="Convert_235169" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40749,8 +36736,8 @@
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-		<layer id="2717" name="self.model.layers.11.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="2314398560" size="276480" />
+		<layer id="2396" name="self.model.layers.11.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="2103802080" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -40759,7 +36746,7 @@
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 		</layer>
-		<layer id="2718" name="Convert_206608" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40776,7 +36763,7 @@
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 		</layer>
-		<layer id="2719" name="self.model.layers.11.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40798,8 +36785,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="2314675040" size="1105920" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -40808,7 +36795,7 @@
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 			</output>
 		</layer>
-		<layer id="2721" name="self.model.layers.11.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -40830,15 +36817,15 @@
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-		<layer id="2722" name="Constant_206613" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="2401" name="Constant_235176" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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 		</layer>
-		<layer id="2723" name="Reshape_206614" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40857,8 +36844,11 @@
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 		</layer>
-		<layer id="2724" name="self.model.layers.11.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2403" name="__module.model.layers.11.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -40872,7 +36862,7 @@
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 		</layer>
-		<layer id="2725" name="__module.model.layers.11.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2404" name="__module.model.layers.11.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -40886,14 +36876,14 @@
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 					<dim>13824</dim>
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-		<layer id="2726" name="__module.model.layers.11.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2405" name="__module.model.layers.11.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40908,15 +36898,15 @@
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 					<dim>13824</dim>
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+		<layer id="2406" name="self.model.layers.11.mlp.down_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -40925,7 +36915,7 @@
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-		<layer id="2728" name="Convert_206628" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40942,8 +36932,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="2351170400" size="276480" />
+		<layer id="2408" name="self.model.layers.11.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 1" offset="2140573920" size="276480" />
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -40952,7 +36942,7 @@
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 		</layer>
-		<layer id="2730" name="Convert_206630" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40969,7 +36959,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40991,8 +36981,8 @@
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-			<data element_type="f16" shape="5120, 108, 1" offset="2351446880" size="1105920" />
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 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -41001,7 +36991,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -41023,15 +37013,15 @@
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+		<layer id="2413" name="Constant_235196" type="Const" version="opset1">
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-		<layer id="2735" name="Reshape_206636" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -41050,8 +37040,11 @@
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-		<layer id="2736" name="self.model.layers.11.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2415" name="__module.model.layers.11.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -41065,7 +37058,7 @@
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@@ -41198,7 +37191,7 @@
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@@ -41312,7 +37305,7 @@
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 			<input>
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@@ -41329,8 +37322,8 @@
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@@ -41339,7 +37332,7 @@
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 			<input>
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@@ -41356,7 +37349,7 @@
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@@ -41378,8 +37371,8 @@
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@@ -41410,7 +37403,7 @@
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@@ -41437,8 +37430,11 @@
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 			<data destination_type="f32" />
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@@ -41452,7 +37448,7 @@
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+		<layer id="2446" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41723,13 +37568,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2778" name="__module.model.layers.12.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="2447" name="__module.model.layers.12.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2779" name="__module.model.layers.12.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="2448" name="__module.model.layers.12.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41739,10 +37584,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2250,2255" />
+				<port id="3" precision="I64" names="1958,1963" />
 			</output>
 		</layer>
-		<layer id="2780" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2449" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -41752,23 +37597,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2781" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2450" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2252,2253,2257,2258" />
+				<port id="1" precision="I64" names="1960,1961,1965,1966" />
 			</output>
 		</layer>
-		<layer id="2782" name="Constant_157879" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="2451" name="Constant_139160" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2783" name="__module.model.layers.12.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="2452" name="__module.model.layers.12.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -41782,53 +37627,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2784" name="Constant_133309" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2453" name="__module.model.layers.12.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2785" name="ScatterUpdate_133312" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2786" name="Constant_133315" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="2454" name="__module.model.layers.12.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2787" name="Constant_133318" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2455" name="__module.model.layers.12.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2788" name="__module.model.layers.12.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2456" name="__module.model.layers.12.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41837,17 +37660,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2259,x2.49">
+				<port id="5" precision="FP32" names="1967,x2.49">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -41855,8 +37681,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2789" name="Constant_152103" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="2457" name="Constant_184120" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -41866,7 +37692,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2790" name="__module.model.layers.12.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2458" name="__module.model.layers.12.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41883,7 +37709,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2260">
+				<port id="2" precision="FP32" names="1968">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -41891,24 +37717,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2791" name="Constant_133363" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="2459" name="__module.model.layers.12.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2792" name="Constant_133368" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2460" name="__module.model.layers.12.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2461" name="__module.model.layers.12.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2793" name="__module.model.layers.12.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2462" name="__module.model.layers.12.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41917,17 +37750,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2254">
+				<port id="5" precision="FP32" names="1962">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -41935,7 +37771,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2794" name="__module.model.layers.12.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2463" name="__module.model.layers.12.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41952,7 +37788,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2262">
+				<port id="2" precision="FP32" names="1970">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -41960,41 +37796,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2795" name="__module.model.layers.12.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="2241,2243,2246,sin.73,sin.75">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2796" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2248,sin.77">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2797" name="__module.model.layers.12.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2464" name="__module.model.layers.12.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42011,7 +37813,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2263">
+				<port id="2" precision="FP32" names="1971">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -42019,7 +37821,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2798" name="__module.model.layers.12.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2465" name="__module.model.layers.12.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42036,7 +37838,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2264">
+				<port id="2" precision="FP32" names="1972">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -42044,13 +37846,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2799" name="Constant_198646" type="Const" version="opset1">
+		<layer id="2466" name="Constant_209864" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2800" name="Constant_198639" type="Const" version="opset1">
+		<layer id="2467" name="Constant_209857" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -42058,7 +37860,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2801" name="Constant_198641" type="Const" version="opset1">
+		<layer id="2468" name="Constant_209859" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -42066,7 +37868,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2802" name="Constant_198643" type="Const" version="opset1">
+		<layer id="2469" name="Constant_209861" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -42074,7 +37876,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2803" name="Concat_198644" type="Concat" version="opset1">
+		<layer id="2470" name="Concat_209862" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -42096,7 +37898,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2804" name="Broadcast_198647" type="Broadcast" version="opset3">
+		<layer id="2471" name="Broadcast_209865" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -42113,7 +37915,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2805" name="ReadValue_192053" type="ReadValue" version="opset6">
+		<layer id="2472" name="ReadValue_205911" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.12.keypresent.12.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42132,13 +37934,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2806" name="Constant_185760" type="Const" version="opset1">
+		<layer id="2473" name="Constant_202271" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2807" name="Gather_185761" type="Gather" version="opset8">
+		<layer id="2474" name="Gather_202272" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42161,94 +37963,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2808" name="self.model.layers.12.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="2366192480" size="26214400" />
+		<layer id="2475" name="self.model.layers.12.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2155596000" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2809" name="Convert_206640" type="Convert" version="opset1">
+		<layer id="2476" name="Convert_236529" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2810" name="self.model.layers.12.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="2392406880" size="5120" />
+		<layer id="2477" name="self.model.layers.12.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2168703200" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2811" name="Convert_206643" type="Convert" version="opset1">
+		<layer id="2478" name="Convert_236531" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2812" name="self.model.layers.12.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2479" name="self.model.layers.12.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2813" name="self.model.layers.12.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="2392412000" size="10240" />
+		<layer id="2480" name="self.model.layers.12.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2168805600" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2814" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2481" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2482" name="Constant_236536" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2483" name="Reshape_236537" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -42256,8 +38098,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2815" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2484" name="__module.model.layers.12.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -42271,7 +38116,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2816" name="__module.model.layers.12.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2485" name="__module.model.layers.12.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42285,14 +38130,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2210,key_states.29">
+				<port id="2" precision="FP32" names="1943,key_states.29">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2817" name="Constant_161067" type="Const" version="opset1">
+		<layer id="2486" name="Constant_191631" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -42300,7 +38145,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2818" name="__module.model.layers.12.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2487" name="__module.model.layers.12.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42313,7 +38158,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2217">
+				<port id="2" precision="FP32" names="1950">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -42321,7 +38166,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2819" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2488" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -42329,7 +38174,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2820" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2489" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42342,7 +38187,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2218,k.25">
+				<port id="2" precision="FP32" names="1951,k.25">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -42350,7 +38195,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2821" name="__module.model.layers.12.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2490" name="__module.model.layers.12.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42367,7 +38212,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2265">
+				<port id="2" precision="FP32" names="1973">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -42375,23 +38220,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2822" name="Constant_133411" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2823" name="Constant_133410" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2824" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2491" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42407,13 +38236,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2825" name="__module.model.layers.12.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="2492" name="__module.model.layers.12.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2826" name="__module.model.layers.12.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2493" name="__module.model.layers.12.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -42423,10 +38252,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2266,2271" />
+				<port id="3" precision="I64" names="1974,1979" />
 			</output>
 		</layer>
-		<layer id="2827" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="2494" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -42436,23 +38265,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2828" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="2495" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2268,2269,2273,2274" />
+				<port id="1" precision="I64" names="1976,1977,1981,1982" />
 			</output>
 		</layer>
-		<layer id="2829" name="Constant_157881" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="2496" name="Constant_139161" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2830" name="__module.model.layers.12.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="2497" name="__module.model.layers.12.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -42466,53 +38295,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2831" name="Constant_133409" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2498" name="__module.model.layers.12.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2832" name="ScatterUpdate_133412" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2833" name="Constant_133415" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="2499" name="__module.model.layers.12.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2834" name="Constant_133418" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2500" name="__module.model.layers.12.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2835" name="__module.model.layers.12.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2501" name="__module.model.layers.12.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42521,17 +38328,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2275,x2.51">
+				<port id="5" precision="FP32" names="1983,x2.51">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -42539,8 +38349,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2836" name="Constant_152104" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="2502" name="Constant_184121" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -42550,7 +38360,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2837" name="__module.model.layers.12.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2503" name="__module.model.layers.12.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42567,7 +38377,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2276">
+				<port id="2" precision="FP32" names="1984">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -42575,24 +38385,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2838" name="Constant_133463" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="2504" name="__module.model.layers.12.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2839" name="Constant_133468" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2505" name="__module.model.layers.12.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2506" name="__module.model.layers.12.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2840" name="__module.model.layers.12.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2507" name="__module.model.layers.12.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42601,17 +38418,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2270">
+				<port id="5" precision="FP32" names="1978">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -42619,7 +38439,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2841" name="__module.model.layers.12.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2508" name="__module.model.layers.12.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42636,7 +38456,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2278">
+				<port id="2" precision="FP32" names="1986">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -42644,7 +38464,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2842" name="__module.model.layers.12.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2509" name="__module.model.layers.12.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42661,7 +38481,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2279">
+				<port id="2" precision="FP32" names="1987">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -42669,7 +38489,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2843" name="__module.model.layers.12.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2510" name="__module.model.layers.12.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42686,7 +38506,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2280">
+				<port id="2" precision="FP32" names="1988">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -42694,7 +38514,7 @@
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 		</layer>
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@@ -42719,13 +38539,13 @@
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 		</layer>
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@@ -42733,7 +38553,7 @@
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 		</layer>
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@@ -42741,7 +38561,7 @@
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@@ -42749,7 +38569,7 @@
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-		<layer id="2849" name="Concat_198657" type="Concat" version="opset1">
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@@ -42771,7 +38591,7 @@
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@@ -42788,7 +38608,7 @@
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 			</output>
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-		<layer id="2851" name="ReadValue_192055" type="ReadValue" version="opset6">
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@@ -42807,13 +38627,13 @@
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 			</output>
 		</layer>
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 			<input>
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@@ -42836,94 +38656,134 @@
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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 			<output>
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-			<data element_type="u8" shape="5120, 1" offset="2418636640" size="5120" />
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 		</layer>
-		<layer id="2857" name="Convert_206654" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="2418641760" size="10240" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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+		<layer id="2527" name="self.model.layers.12.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
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+		<layer id="2528" name="Constant_236526" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
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+				<port id="0" precision="I32">
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+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -42931,8 +38791,11 @@
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 			</output>
 		</layer>
-		<layer id="2861" name="self.model.layers.12.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2530" name="__module.model.layers.12.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -42946,7 +38809,7 @@
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 			</output>
 		</layer>
-		<layer id="2862" name="__module.model.layers.12.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -42960,14 +38823,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
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-		<layer id="2863" name="Constant_161068" type="Const" version="opset1">
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 				<port id="0" precision="I64">
@@ -42975,7 +38838,7 @@
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 			</output>
 		</layer>
-		<layer id="2864" name="__module.model.layers.12.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42988,7 +38851,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -42996,7 +38859,7 @@
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 		</layer>
-		<layer id="2865" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -43004,7 +38867,7 @@
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 			</output>
 		</layer>
-		<layer id="2866" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2535" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -43017,7 +38880,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1954">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -43025,7 +38888,7 @@
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 		</layer>
-		<layer id="2867" name="__module.model.layers.12.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2536" name="__module.model.layers.12.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43050,206 +38913,7 @@
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+		<layer id="2537" name="__module.model.layers.12.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
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@@ -43278,7 +38942,7 @@
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 			<output>
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+				<port id="4" precision="FP32" names="1998,attn_output.49">
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 					<dim>40</dim>
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@@ -43286,7 +38950,7 @@
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-		<layer id="2885" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="2538" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -43294,7 +38958,7 @@
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 		</layer>
-		<layer id="2886" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2539" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -43307,7 +38971,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1999">
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 					<dim>-1</dim>
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@@ -43315,7 +38979,7 @@
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-		<layer id="2887" name="__module.model.layers.12.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="2540" name="__module.model.layers.12.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43330,21 +38994,21 @@
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-		<layer id="2888" name="Constant_126896" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="2541" name="Constant_176813" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204835008" size="16" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2889" name="Constant_126897" type="Const" version="opset1">
+		<layer id="2542" name="Constant_176814" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="2890" name="Gather_126898" type="Gather" version="opset8">
+		<layer id="2543" name="Gather_176815" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -43361,7 +39025,7 @@
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 		</layer>
-		<layer id="2891" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="2544" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -43372,12 +39036,12 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="2001">
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 		</layer>
-		<layer id="2892" name="__module.model.layers.12.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="2545" name="__module.model.layers.12.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43391,15 +39055,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2294">
+				<port id="2" precision="FP32" names="2002">
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 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
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 		</layer>
-		<layer id="2893" name="self.model.layers.12.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="2418652000" size="13107200" />
+		<layer id="2546" name="self.model.layers.12.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2182834400" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -43408,7 +39072,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2894" name="Convert_206672" type="Convert" version="opset1">
+		<layer id="2547" name="Convert_236549" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -43425,8 +39089,8 @@
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 			</output>
 		</layer>
-		<layer id="2895" name="self.model.layers.12.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="2431759200" size="102400" />
+		<layer id="2548" name="self.model.layers.12.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2195941600" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -43435,7 +39099,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2896" name="Convert_206674" type="Convert" version="opset1">
+		<layer id="2549" name="Convert_236551" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -43452,7 +39116,7 @@
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 			</output>
 		</layer>
-		<layer id="2897" name="self.model.layers.12.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2550" name="self.model.layers.12.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43474,8 +39138,8 @@
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 			</output>
 		</layer>
-		<layer id="2898" name="self.model.layers.12.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="2431861600" size="409600" />
+		<layer id="2551" name="self.model.layers.12.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2196044000" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -43484,7 +39148,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2899" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2552" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43506,7 +39170,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2900" name="Constant_206679" type="Const" version="opset1">
+		<layer id="2553" name="Constant_236556" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -43514,7 +39178,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2901" name="Reshape_206680" type="Reshape" version="opset1">
+		<layer id="2554" name="Reshape_236557" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43533,8 +39197,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2902" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2555" name="__module.model.layers.12.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -43548,13 +39215,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2903" name="__module.model.layers.12.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2556" name="__module.model.layers.12.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -43562,14 +39229,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2296,2298,hidden_states.325">
+				<port id="2" precision="FP32" names="2004,2006,hidden_states.325">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2904" name="__module.model.layers.12/aten::add/Add" type="Add" version="opset1">
+		<layer id="2557" name="__module.model.layers.12/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43584,15 +39251,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2301,2303,2314,hidden_states.327,hidden_states.329">
+				<port id="2" precision="FP32" names="2009,2011,2022,hidden_states.327,hidden_states.329">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2905" name="Constant_152108" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="2432271200" size="20480" />
+		<layer id="2558" name="Constant_184125" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 5120" offset="2196453600" size="20480" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -43601,7 +39268,7 @@
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 			</output>
 		</layer>
-		<layer id="2906" name="Constant_152107" type="Const" version="opset1">
+		<layer id="2559" name="Constant_184124" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -43611,7 +39278,7 @@
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 			</output>
 		</layer>
-		<layer id="2907" name="Constant_152105" type="Const" version="opset1">
+		<layer id="2560" name="Constant_184122" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -43621,7 +39288,7 @@
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 			</output>
 		</layer>
-		<layer id="2908" name="__module.model.layers.12.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="2561" name="__module.model.layers.12.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43636,22 +39303,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2304">
+				<port id="2" precision="FP32" names="2012">
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 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2909" name="Constant_6684" type="Const" version="opset1">
+		<layer id="2562" name="Constant_5649" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
-				<port id="0" precision="I64" names="2305">
+				<port id="0" precision="I64" names="2013">
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 			</output>
 		</layer>
-		<layer id="2910" name="__module.model.layers.12.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2563" name="__module.model.layers.12.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43664,14 +39331,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2306,variance.51">
+				<port id="2" precision="FP32" names="2014,variance.51">
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 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2911" name="Constant_152106" type="Const" version="opset1">
+		<layer id="2564" name="Constant_184123" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -43681,7 +39348,7 @@
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 			</output>
 		</layer>
-		<layer id="2912" name="__module.model.layers.12.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="2565" name="__module.model.layers.12.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43696,14 +39363,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2307">
+				<port id="2" precision="FP32" names="2015">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="2913" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2566" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -43719,7 +39386,7 @@
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 			</output>
 		</layer>
-		<layer id="2914" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2567" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43734,14 +39401,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2308">
+				<port id="2" precision="FP32" names="2016">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2915" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2568" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43756,14 +39423,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2309,2310,hidden_states.331,hidden_states.333">
+				<port id="2" precision="FP32" names="2017,2018,hidden_states.331,hidden_states.333">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="2916" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2569" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43778,15 +39445,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="2311,2313">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="2917" name="self.model.layers.12.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 128" offset="2432291680" size="35389440" />
+		<layer id="2570" name="self.model.layers.12.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="2196474080" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -43795,7 +39462,7 @@
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 			</output>
 		</layer>
-		<layer id="2918" name="Convert_206694" type="Convert" version="opset1">
+		<layer id="2571" name="Convert_235209" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -43812,8 +39479,8 @@
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 			</output>
 		</layer>
-		<layer id="2919" name="self.model.layers.12.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="2467681120" size="276480" />
+		<layer id="2572" name="self.model.layers.12.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="2231863520" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -43822,7 +39489,7 @@
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 			</output>
 		</layer>
-		<layer id="2920" name="Convert_206696" type="Convert" version="opset1">
+		<layer id="2573" name="Convert_235211" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -43839,7 +39506,7 @@
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 		</layer>
-		<layer id="2921" name="self.model.layers.12.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43861,8 +39528,8 @@
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@@ -43871,7 +39538,7 @@
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@@ -43893,15 +39560,15 @@
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-			<data element_type="i32" shape="2" offset="267857232" size="8" />
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@@ -43920,8 +39587,11 @@
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+		<layer id="2579" name="__module.model.layers.12.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -43935,7 +39605,7 @@
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@@ -43965,15 +39635,15 @@
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@@ -43982,7 +39652,7 @@
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@@ -43999,8 +39669,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="2504452960" size="276480" />
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@@ -44009,7 +39679,7 @@
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@@ -44026,7 +39696,7 @@
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@@ -44048,8 +39718,8 @@
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@@ -44058,7 +39728,7 @@
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@@ -44080,15 +39750,15 @@
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-		<layer id="2937" name="Reshape_206691" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -44107,8 +39777,11 @@
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+		<layer id="2591" name="__module.model.layers.12.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
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@@ -44122,7 +39795,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -44136,14 +39809,14 @@
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-		<layer id="2940" name="__module.model.layers.12.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -44158,15 +39831,15 @@
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 					<dim>13824</dim>
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@@ -44175,7 +39848,7 @@
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-		<layer id="2942" name="Convert_206705" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -44192,8 +39865,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="2541224800" size="276480" />
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+			<data element_type="u4" shape="5120, 108, 1" offset="2305407200" size="276480" />
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 				<port id="0" precision="U4">
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@@ -44202,7 +39875,7 @@
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-		<layer id="2944" name="Convert_206707" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -44219,7 +39892,7 @@
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 			<input>
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@@ -44241,8 +39914,8 @@
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 				<port id="0" precision="FP16">
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@@ -44251,7 +39924,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -44273,15 +39946,15 @@
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-		<layer id="2949" name="Reshape_206713" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44300,8 +39973,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -44315,7 +39991,7 @@
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@@ -44368,7 +40044,7 @@
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44486,7 +40162,7 @@
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 			</output>
 		</layer>
-		<layer id="2962" name="__module.model.layers.13.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2615" name="__module.model.layers.13.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -44501,14 +40177,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2049">
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 					<dim>-1</dim>
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 			</output>
 		</layer>
-		<layer id="2963" name="__module.model.layers.13.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2616" name="__module.model.layers.13.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44523,14 +40199,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2050,2051,hidden_states.341,hidden_states.343">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="2964" name="__module.model.layers.13.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2617" name="__module.model.layers.13.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44545,15 +40221,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2344,2346,hidden_states.345">
+				<port id="2" precision="FP32" names="2052,2054,hidden_states.345">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u4" shape="5120, 40, 128" offset="2542627680" size="13107200" />
+		<layer id="2618" name="self.model.layers.13.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2306810080" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -44562,7 +40238,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2966" name="Convert_206738" type="Convert" version="opset1">
+		<layer id="2619" name="Convert_236579" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -44579,8 +40255,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2967" name="self.model.layers.13.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="2555734880" size="102400" />
+		<layer id="2620" name="self.model.layers.13.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2319917280" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -44589,7 +40265,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2968" name="Convert_206740" type="Convert" version="opset1">
+		<layer id="2621" name="Convert_236581" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -44606,7 +40282,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2969" name="self.model.layers.13.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2622" name="self.model.layers.13.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44628,8 +40304,8 @@
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 			</output>
 		</layer>
-		<layer id="2970" name="self.model.layers.13.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="2555837280" size="409600" />
+		<layer id="2623" name="self.model.layers.13.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2320019680" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -44638,7 +40314,7 @@
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 			</output>
 		</layer>
-		<layer id="2971" name="self.model.layers.13.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2624" name="self.model.layers.13.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44660,7 +40336,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2972" name="Constant_206745" type="Const" version="opset1">
+		<layer id="2625" name="Constant_236586" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -44668,7 +40344,7 @@
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 			</output>
 		</layer>
-		<layer id="2973" name="Reshape_206746" type="Reshape" version="opset1">
+		<layer id="2626" name="Reshape_236587" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44687,8 +40363,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2974" name="self.model.layers.13.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2627" name="__module.model.layers.13.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -44702,7 +40381,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2975" name="__module.model.layers.13.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2628" name="__module.model.layers.13.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44716,14 +40395,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2356,query_states.27">
+				<port id="2" precision="FP32" names="2063,query_states.27">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2976" name="Constant_161069" type="Const" version="opset1">
+		<layer id="2629" name="Constant_191633" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -44731,7 +40410,7 @@
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 			</output>
 		</layer>
-		<layer id="2977" name="__module.model.layers.13.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="2630" name="__module.model.layers.13.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44744,7 +40423,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2362">
+				<port id="2" precision="FP32" names="2069">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -44752,7 +40431,7 @@
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 			</output>
 		</layer>
-		<layer id="2978" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="2631" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -44760,7 +40439,7 @@
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 			</output>
 		</layer>
-		<layer id="2979" name="__module.model.layers.13.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="2632" name="__module.model.layers.13.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44773,7 +40452,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2363,q.27">
+				<port id="2" precision="FP32" names="2070,q.27">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -44781,142 +40460,7 @@
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 			</output>
 		</layer>
-		<layer id="2980" name="__module.model.layers.13.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
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-					<dim>1</dim>
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-		<layer id="2981" name="__module.model.layers.13.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>64</dim>
-					<dim>1</dim>
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-		<layer id="2982" name="__module.model.layers.13.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
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-					<dim>-1</dim>
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-		<layer id="2983" name="__module.model.layers.13.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I32">
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-		<layer id="2984" name="__module.model.layers.13.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>64</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I32">
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-			<output>
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-					<dim>-1</dim>
-					<dim>64</dim>
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-		<layer id="2985" name="__module.model.layers.13.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>64</dim>
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-				<port id="1" precision="FP32">
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-					<dim>-1</dim>
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-		</layer>
-		<layer id="2986" name="__module.model.layers.13.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="2987" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="2988" name="__module.model.layers.13.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2633" name="__module.model.layers.13.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44933,7 +40477,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2397">
+				<port id="2" precision="FP32" names="2079">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -44941,23 +40485,7 @@
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 		</layer>
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-				<port id="0" precision="I64">
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-		<layer id="2991" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="2634" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44973,13 +40501,13 @@
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 			</output>
 		</layer>
-		<layer id="2992" name="__module.model.layers.13.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="2635" name="__module.model.layers.13.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
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+		<layer id="2636" name="__module.model.layers.13.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -44989,10 +40517,10 @@
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 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2080,2085" />
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-		<layer id="2994" name="__module.model.layers.13.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2637" name="__module.model.layers.13.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -45002,23 +40530,23 @@
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 		</layer>
-		<layer id="2995" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2638" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="2082,2083,2087,2088" />
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 		</layer>
-		<layer id="2996" name="Constant_157883" type="Const" version="opset1">
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+		<layer id="2639" name="Constant_139165" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2997" name="__module.model.layers.13.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="2640" name="__module.model.layers.13.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -45032,53 +40560,31 @@
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 			</output>
 		</layer>
-		<layer id="2998" name="Constant_133521" type="Const" version="opset1">
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+		<layer id="2641" name="__module.model.layers.13.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3000" name="Constant_133527" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="2642" name="__module.model.layers.13.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3001" name="Constant_133530" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2643" name="__module.model.layers.13.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3002" name="__module.model.layers.13.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2644" name="__module.model.layers.13.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45087,17 +40593,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2407,x2.53">
+				<port id="5" precision="FP32" names="2089,x2.53">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45105,8 +40614,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3003" name="Constant_152113" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="2645" name="Constant_184130" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -45116,7 +40625,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3004" name="__module.model.layers.13.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2646" name="__module.model.layers.13.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45133,7 +40642,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2408">
+				<port id="2" precision="FP32" names="2090">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45141,24 +40650,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3005" name="Constant_133575" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="2647" name="__module.model.layers.13.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3006" name="Constant_133580" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2648" name="__module.model.layers.13.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2649" name="__module.model.layers.13.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3007" name="__module.model.layers.13.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2650" name="__module.model.layers.13.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45167,17 +40683,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2402">
+				<port id="5" precision="FP32" names="2084">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45185,7 +40704,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3008" name="__module.model.layers.13.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2651" name="__module.model.layers.13.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45202,7 +40721,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2410">
+				<port id="2" precision="FP32" names="2092">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45210,41 +40729,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3009" name="__module.model.layers.13.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="2389,2391,2394,sin.79,sin.81">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3010" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2396,sin.83">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3011" name="__module.model.layers.13.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2652" name="__module.model.layers.13.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45261,7 +40746,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2411">
+				<port id="2" precision="FP32" names="2093">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45269,7 +40754,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3012" name="__module.model.layers.13.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2653" name="__module.model.layers.13.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45286,7 +40771,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2412">
+				<port id="2" precision="FP32" names="2094">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45294,13 +40779,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3013" name="Constant_198672" type="Const" version="opset1">
+		<layer id="2654" name="Constant_209890" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3014" name="Constant_198665" type="Const" version="opset1">
+		<layer id="2655" name="Constant_209883" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45308,7 +40793,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3015" name="Constant_198667" type="Const" version="opset1">
+		<layer id="2656" name="Constant_209885" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45316,7 +40801,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3016" name="Constant_198669" type="Const" version="opset1">
+		<layer id="2657" name="Constant_209887" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45324,7 +40809,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3017" name="Concat_198670" type="Concat" version="opset1">
+		<layer id="2658" name="Concat_209888" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -45346,7 +40831,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3018" name="Broadcast_198673" type="Broadcast" version="opset3">
+		<layer id="2659" name="Broadcast_209891" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -45363,7 +40848,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3019" name="ReadValue_192057" type="ReadValue" version="opset6">
+		<layer id="2660" name="ReadValue_205915" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.13.keypresent.13.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45382,13 +40867,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3020" name="Constant_185766" type="Const" version="opset1">
+		<layer id="2661" name="Constant_202277" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3021" name="Gather_185767" type="Gather" version="opset8">
+		<layer id="2662" name="Gather_202278" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45411,94 +40896,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3022" name="self.model.layers.13.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="2556246880" size="26214400" />
+		<layer id="2663" name="self.model.layers.13.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2320429280" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3023" name="Convert_206717" type="Convert" version="opset1">
+		<layer id="2664" name="Convert_236569" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3024" name="self.model.layers.13.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="2582461280" size="5120" />
+		<layer id="2665" name="self.model.layers.13.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2333536480" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3025" name="Convert_206720" type="Convert" version="opset1">
+		<layer id="2666" name="Convert_236571" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3026" name="self.model.layers.13.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2667" name="self.model.layers.13.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3027" name="self.model.layers.13.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="2582466400" size="10240" />
+		<layer id="2668" name="self.model.layers.13.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2333638880" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3028" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2669" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2670" name="Constant_236576" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2671" name="Reshape_236577" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -45506,8 +41031,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3029" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2672" name="__module.model.layers.13.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -45521,7 +41049,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3030" name="__module.model.layers.13.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2673" name="__module.model.layers.13.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45535,14 +41063,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2358,key_states.31">
+				<port id="2" precision="FP32" names="2065,key_states.31">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3031" name="Constant_161070" type="Const" version="opset1">
+		<layer id="2674" name="Constant_191634" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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@@ -45550,7 +41078,7 @@
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 		</layer>
-		<layer id="3032" name="__module.model.layers.13.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2675" name="__module.model.layers.13.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45563,7 +41091,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2365">
+				<port id="2" precision="FP32" names="2072">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -45571,7 +41099,7 @@
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 			</output>
 		</layer>
-		<layer id="3033" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2676" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -45579,7 +41107,7 @@
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 			</output>
 		</layer>
-		<layer id="3034" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2677" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45592,7 +41120,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2366,k.27">
+				<port id="2" precision="FP32" names="2073,k.27">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45600,7 +41128,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3035" name="__module.model.layers.13.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2678" name="__module.model.layers.13.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45617,7 +41145,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2413">
+				<port id="2" precision="FP32" names="2095">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45625,23 +41153,7 @@
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 			</output>
 		</layer>
-		<layer id="3036" name="Constant_133623" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3037" name="Constant_133622" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3038" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2679" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45657,13 +41169,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3039" name="__module.model.layers.13.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="2680" name="__module.model.layers.13.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3040" name="__module.model.layers.13.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2681" name="__module.model.layers.13.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -45673,10 +41185,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2414,2419" />
+				<port id="3" precision="I64" names="2096,2101" />
 			</output>
 		</layer>
-		<layer id="3041" name="__module.model.layers.13.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="2682" name="__module.model.layers.13.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -45686,23 +41198,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3042" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="2683" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2416,2417,2421,2422" />
+				<port id="1" precision="I64" names="2098,2099,2103,2104" />
 			</output>
 		</layer>
-		<layer id="3043" name="Constant_157885" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="2684" name="Constant_139166" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3044" name="__module.model.layers.13.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="2685" name="__module.model.layers.13.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -45716,53 +41228,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3045" name="Constant_133621" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2686" name="__module.model.layers.13.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		</layer>
-		<layer id="3046" name="ScatterUpdate_133624" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
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-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3047" name="Constant_133627" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="2687" name="__module.model.layers.13.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3048" name="Constant_133630" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2688" name="__module.model.layers.13.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3049" name="__module.model.layers.13.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2689" name="__module.model.layers.13.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45771,17 +41261,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2423,x2.55">
+				<port id="5" precision="FP32" names="2105,x2.55">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45789,8 +41282,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3050" name="Constant_152114" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="2690" name="Constant_184131" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -45800,7 +41293,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3051" name="__module.model.layers.13.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2691" name="__module.model.layers.13.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45817,7 +41310,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2424">
+				<port id="2" precision="FP32" names="2106">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45825,24 +41318,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3052" name="Constant_133675" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="2692" name="__module.model.layers.13.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3053" name="Constant_133680" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2693" name="__module.model.layers.13.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2694" name="__module.model.layers.13.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3054" name="__module.model.layers.13.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2695" name="__module.model.layers.13.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45851,17 +41351,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2418">
+				<port id="5" precision="FP32" names="2100">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45869,7 +41372,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3055" name="__module.model.layers.13.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2696" name="__module.model.layers.13.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45886,7 +41389,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2426">
+				<port id="2" precision="FP32" names="2108">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45894,7 +41397,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3056" name="__module.model.layers.13.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2697" name="__module.model.layers.13.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45911,7 +41414,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2427">
+				<port id="2" precision="FP32" names="2109">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45919,7 +41422,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3057" name="__module.model.layers.13.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2698" name="__module.model.layers.13.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45936,7 +41439,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2428">
+				<port id="2" precision="FP32" names="2110">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -45944,7 +41447,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3058" name="__module.model.layers.13.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2699" name="__module.model.layers.13.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45969,13 +41472,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3059" name="Constant_198685" type="Const" version="opset1">
+		<layer id="2700" name="Constant_209877" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3060" name="Constant_198678" type="Const" version="opset1">
+		<layer id="2701" name="Constant_209870" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45983,7 +41486,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3061" name="Constant_198680" type="Const" version="opset1">
+		<layer id="2702" name="Constant_209872" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45991,7 +41494,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3062" name="Constant_198682" type="Const" version="opset1">
+		<layer id="2703" name="Constant_209874" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -45999,7 +41502,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3063" name="Concat_198683" type="Concat" version="opset1">
+		<layer id="2704" name="Concat_209875" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -46021,7 +41524,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3064" name="Broadcast_198686" type="Broadcast" version="opset3">
+		<layer id="2705" name="Broadcast_209878" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -46038,7 +41541,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3065" name="ReadValue_192059" type="ReadValue" version="opset6">
+		<layer id="2706" name="ReadValue_205917" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.13.valuepresent.13.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46057,13 +41560,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3066" name="Constant_185769" type="Const" version="opset1">
+		<layer id="2707" name="Constant_202280" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3067" name="Gather_185770" type="Gather" version="opset8">
+		<layer id="2708" name="Gather_202281" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46086,94 +41589,134 @@
 				</port>
 			</output>
 		</layer>
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+					<dim>40</dim>
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 			</output>
 		</layer>
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+		<layer id="2710" name="Convert_236559" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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 			<output>
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 					<dim>5120</dim>
-					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="2608691040" size="5120" />
+		<layer id="2711" name="self.model.layers.13.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2347155680" size="102400" />
 			<output>
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 					<dim>5120</dim>
+					<dim>40</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="3071" name="Convert_206731" type="Convert" version="opset1">
+		<layer id="2712" name="Convert_236561" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3072" name="self.model.layers.13.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2713" name="self.model.layers.13.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="2608696160" size="10240" />
+		<layer id="2714" name="self.model.layers.13.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2347258080" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3074" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2715" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2716" name="Constant_236566" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2717" name="Reshape_236567" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -46181,8 +41724,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3075" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2718" name="__module.model.layers.13.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -46196,7 +41742,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3076" name="__module.model.layers.13.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2719" name="__module.model.layers.13.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46210,14 +41756,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2360,value_states.27">
+				<port id="2" precision="FP32" names="2067,value_states.27">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3077" name="Constant_161071" type="Const" version="opset1">
+		<layer id="2720" name="Constant_191635" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -46225,7 +41771,7 @@
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 			</output>
 		</layer>
-		<layer id="3078" name="__module.model.layers.13.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2721" name="__module.model.layers.13.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46238,7 +41784,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2075">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -46246,7 +41792,7 @@
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 			</output>
 		</layer>
-		<layer id="3079" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2722" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -46254,7 +41800,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3080" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2723" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -46267,7 +41813,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2369">
+				<port id="2" precision="FP32" names="2076">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -46275,7 +41821,7 @@
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 			</output>
 		</layer>
-		<layer id="3081" name="__module.model.layers.13.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2724" name="__module.model.layers.13.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46300,206 +41846,7 @@
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 			</output>
 		</layer>
-		<layer id="3082" name="Constant_133725" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="3083" name="Constant_133726" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3084" name="Constant_133722" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3085" name="ShapeOf_159007" type="ShapeOf" version="opset3">
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-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>40</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
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-				</port>
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-		<layer id="3086" name="Constant_159008" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3087" name="Constant_159009" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
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-		</layer>
-		<layer id="3088" name="Gather_159010" type="Gather" version="opset8">
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-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
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-					<dim>1</dim>
-				</port>
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-		</layer>
-		<layer id="3089" name="ShapeOf_159011" type="ShapeOf" version="opset3">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>40</dim>
-					<dim>-1</dim>
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-			<output>
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-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="3090" name="Constant_159012" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3091" name="Constant_159013" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
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-		</layer>
-		<layer id="3092" name="Gather_159014" type="Gather" version="opset8">
-			<data batch_dims="0" />
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-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64">
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-		</layer>
-		<layer id="3093" name="Add_159015" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-				<port id="1" precision="I64">
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-				</port>
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-		<layer id="3094" name="Constant_133721" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32">
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-		<layer id="3095" name="ScatterUpdate_133727" type="ScatterUpdate" version="opset3">
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			<output>
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-		<layer id="3096" name="Constant_133730" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="3097" name="__module.model.layers.13.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
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-				<port id="2" precision="I64">
-					<dim>4</dim>
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-				<port id="3" precision="I64">
-					<dim>4</dim>
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-					<dim>-1</dim>
-					<dim>-1</dim>
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-		<layer id="3098" name="__module.model.layers.13.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2725" name="__module.model.layers.13.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46528,7 +41875,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2438,attn_output.53">
+				<port id="4" precision="FP32" names="2120,attn_output.53">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -46536,7 +41883,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3099" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="2726" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -46544,7 +41891,7 @@
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 			</output>
 		</layer>
-		<layer id="3100" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2727" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -46557,7 +41904,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2439">
+				<port id="2" precision="FP32" names="2121">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -46565,7 +41912,7 @@
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 			</output>
 		</layer>
-		<layer id="3101" name="__module.model.layers.13.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="2728" name="__module.model.layers.13.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46580,21 +41927,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3102" name="Constant_126906" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="2729" name="Constant_176823" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204835008" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3103" name="Constant_126907" type="Const" version="opset1">
+		<layer id="2730" name="Constant_176824" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3104" name="Gather_126908" type="Gather" version="opset8">
+		<layer id="2731" name="Gather_176825" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -46611,7 +41958,7 @@
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 			</output>
 		</layer>
-		<layer id="3105" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="2732" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
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@@ -46622,12 +41969,12 @@
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 			<output>
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+				<port id="2" precision="I64" names="2123">
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 		</layer>
-		<layer id="3106" name="__module.model.layers.13.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="2733" name="__module.model.layers.13.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
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@@ -46641,15 +41988,15 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2124">
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-			<data element_type="u4" shape="5120, 40, 128" offset="2608706400" size="13107200" />
+		<layer id="2734" name="self.model.layers.13.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2347667680" size="13107200" />
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -46658,7 +42005,7 @@
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 			</output>
 		</layer>
-		<layer id="3108" name="Convert_206749" type="Convert" version="opset1">
+		<layer id="2735" name="Convert_236589" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -46675,8 +42022,8 @@
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 			</output>
 		</layer>
-		<layer id="3109" name="self.model.layers.13.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="2621813600" size="102400" />
+		<layer id="2736" name="self.model.layers.13.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2360774880" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -46685,7 +42032,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3110" name="Convert_206751" type="Convert" version="opset1">
+		<layer id="2737" name="Convert_236591" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -46702,7 +42049,7 @@
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 		</layer>
-		<layer id="3111" name="self.model.layers.13.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2738" name="self.model.layers.13.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46724,8 +42071,8 @@
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-		<layer id="3112" name="self.model.layers.13.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="2621916000" size="409600" />
+		<layer id="2739" name="self.model.layers.13.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2360877280" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -46734,7 +42081,7 @@
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 			</output>
 		</layer>
-		<layer id="3113" name="self.model.layers.13.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2740" name="self.model.layers.13.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46756,7 +42103,7 @@
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 			</output>
 		</layer>
-		<layer id="3114" name="Constant_206756" type="Const" version="opset1">
+		<layer id="2741" name="Constant_236596" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -46764,7 +42111,7 @@
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 			</output>
 		</layer>
-		<layer id="3115" name="Reshape_206757" type="Reshape" version="opset1">
+		<layer id="2742" name="Reshape_236597" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -46783,8 +42130,11 @@
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 			</output>
 		</layer>
-		<layer id="3116" name="self.model.layers.13.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2743" name="__module.model.layers.13.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -46798,13 +42148,13 @@
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 			</output>
 		</layer>
-		<layer id="3117" name="__module.model.layers.13.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2744" name="__module.model.layers.13.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -46812,14 +42162,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2444,2446,hidden_states.351">
+				<port id="2" precision="FP32" names="2126,2128,hidden_states.351">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="3118" name="__module.model.layers.13/aten::add/Add" type="Add" version="opset1">
+		<layer id="2745" name="__module.model.layers.13/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46834,15 +42184,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2449,2451,2462,hidden_states.353,hidden_states.355">
+				<port id="2" precision="FP32" names="2131,2133,2144,hidden_states.353,hidden_states.355">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="3119" name="Constant_152118" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="2622325600" size="20480" />
+		<layer id="2746" name="Constant_184135" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -46851,7 +42201,7 @@
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 			</output>
 		</layer>
-		<layer id="3120" name="Constant_152117" type="Const" version="opset1">
+		<layer id="2747" name="Constant_184134" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -46861,7 +42211,7 @@
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 			</output>
 		</layer>
-		<layer id="3121" name="Constant_152115" type="Const" version="opset1">
+		<layer id="2748" name="Constant_184132" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -46871,7 +42221,7 @@
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 			</output>
 		</layer>
-		<layer id="3122" name="__module.model.layers.13.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="2749" name="__module.model.layers.13.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46886,22 +42236,22 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2134">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="3123" name="Constant_7177" type="Const" version="opset1">
+		<layer id="2750" name="Constant_6051" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="2135">
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 		</layer>
-		<layer id="3124" name="__module.model.layers.13.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2751" name="__module.model.layers.13.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46914,14 +42264,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2454,variance.55">
+				<port id="2" precision="FP32" names="2136,variance.55">
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 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3125" name="Constant_152116" type="Const" version="opset1">
+		<layer id="2752" name="Constant_184133" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -46931,7 +42281,7 @@
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 			</output>
 		</layer>
-		<layer id="3126" name="__module.model.layers.13.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="2753" name="__module.model.layers.13.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46946,14 +42296,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2455">
+				<port id="2" precision="FP32" names="2137">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="3127" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2754" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -46969,7 +42319,7 @@
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 			</output>
 		</layer>
-		<layer id="3128" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2755" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46984,14 +42334,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2456">
+				<port id="2" precision="FP32" names="2138">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3129" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2756" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47006,14 +42356,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2457,2458,hidden_states.357,hidden_states.359">
+				<port id="2" precision="FP32" names="2139,2140,hidden_states.357,hidden_states.359">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="3130" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2757" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47028,15 +42378,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2459,2461">
+				<port id="2" precision="FP32" names="2141,2143">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="3131" name="self.model.layers.13.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 128" offset="2622346080" size="35389440" />
+		<layer id="2758" name="self.model.layers.13.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="2361307360" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -47045,7 +42395,7 @@
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 			</output>
 		</layer>
-		<layer id="3132" name="Convert_206771" type="Convert" version="opset1">
+		<layer id="2759" name="Convert_235239" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -47062,8 +42412,8 @@
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 			</output>
 		</layer>
-		<layer id="3133" name="self.model.layers.13.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="2657735520" size="276480" />
+		<layer id="2760" name="self.model.layers.13.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="2396696800" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -47072,7 +42422,7 @@
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 			</output>
 		</layer>
-		<layer id="3134" name="Convert_206773" type="Convert" version="opset1">
+		<layer id="2761" name="Convert_235241" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -47089,7 +42439,7 @@
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 			</output>
 		</layer>
-		<layer id="3135" name="self.model.layers.13.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47111,8 +42461,8 @@
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 		</layer>
-		<layer id="3136" name="self.model.layers.13.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="2658012000" size="1105920" />
+		<layer id="2763" name="self.model.layers.13.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -47121,7 +42471,7 @@
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 		</layer>
-		<layer id="3137" name="self.model.layers.13.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47143,15 +42493,15 @@
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-		<layer id="3138" name="Constant_206778" type="Const" version="opset1">
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+		<layer id="2765" name="Constant_235246" type="Const" version="opset1">
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-		<layer id="3139" name="Reshape_206779" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47170,8 +42520,11 @@
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 			</output>
 		</layer>
-		<layer id="3140" name="self.model.layers.13.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2767" name="__module.model.layers.13.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -47185,7 +42538,7 @@
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 		</layer>
-		<layer id="3141" name="__module.model.layers.13.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2768" name="__module.model.layers.13.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -47199,14 +42552,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -47215,15 +42568,15 @@
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@@ -47232,7 +42585,7 @@
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-		<layer id="3144" name="Convert_206760" type="Convert" version="opset1">
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@@ -47249,8 +42602,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="2694507360" size="276480" />
+		<layer id="2772" name="self.model.layers.13.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="2433468640" size="276480" />
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@@ -47259,7 +42612,7 @@
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-		<layer id="3146" name="Convert_206762" type="Convert" version="opset1">
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@@ -47276,7 +42629,7 @@
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@@ -47298,8 +42651,8 @@
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@@ -47308,7 +42661,7 @@
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@@ -47330,15 +42683,15 @@
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@@ -47357,8 +42710,11 @@
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-		<layer id="3152" name="self.model.layers.13.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2779" name="__module.model.layers.13.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -47372,7 +42728,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -47386,14 +42742,14 @@
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@@ -47408,15 +42764,15 @@
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 					<dim>13824</dim>
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@@ -47425,7 +42781,7 @@
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-		<layer id="3156" name="Convert_206782" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -47442,8 +42798,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="2731279200" size="276480" />
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 				<port id="0" precision="U4">
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@@ -47452,7 +42808,7 @@
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-		<layer id="3158" name="Convert_206784" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -47469,7 +42825,7 @@
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-		<layer id="3159" name="self.model.layers.13.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -47491,8 +42847,8 @@
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 				<port id="0" precision="FP16">
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@@ -47501,7 +42857,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -47523,15 +42879,15 @@
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-		<layer id="3163" name="Reshape_206790" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -47550,8 +42906,11 @@
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-		<layer id="3164" name="self.model.layers.13.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2791" name="__module.model.layers.13.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -47565,7 +42924,7 @@
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@@ -47579,14 +42938,14 @@
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@@ -47601,15 +42960,15 @@
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+		<layer id="2794" name="Constant_184139" type="Const" version="opset1">
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@@ -47618,7 +42977,7 @@
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
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@@ -47628,7 +42987,7 @@
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-		<layer id="3169" name="Constant_152119" type="Const" version="opset1">
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@@ -47638,7 +42997,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -47653,22 +43012,22 @@
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 					<dim>5120</dim>
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-		<layer id="3171" name="Constant_7248" type="Const" version="opset1">
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@@ -47681,14 +43040,14 @@
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-		<layer id="3173" name="Constant_152120" type="Const" version="opset1">
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@@ -47698,7 +43057,7 @@
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@@ -47713,14 +43072,14 @@
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@@ -47736,7 +43095,7 @@
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@@ -47812,7 +43171,7 @@
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@@ -47829,8 +43188,8 @@
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+		<layer id="2808" name="self.model.layers.14.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2484750560" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -47839,7 +43198,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3182" name="Convert_206817" type="Convert" version="opset1">
+		<layer id="2809" name="Convert_236621" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -47856,7 +43215,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3183" name="self.model.layers.14.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2810" name="self.model.layers.14.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47878,8 +43237,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3184" name="self.model.layers.14.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="2745891680" size="409600" />
+		<layer id="2811" name="self.model.layers.14.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2484852960" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -47888,7 +43247,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3185" name="self.model.layers.14.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2812" name="self.model.layers.14.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47910,7 +43269,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3186" name="Constant_206822" type="Const" version="opset1">
+		<layer id="2813" name="Constant_236626" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -47918,7 +43277,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3187" name="Reshape_206823" type="Reshape" version="opset1">
+		<layer id="2814" name="Reshape_236627" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47937,8 +43296,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3188" name="self.model.layers.14.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2815" name="__module.model.layers.14.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -47952,7 +43314,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3189" name="__module.model.layers.14.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2816" name="__module.model.layers.14.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47966,14 +43328,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2504,query_states.29">
+				<port id="2" precision="FP32" names="2185,query_states.29">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3190" name="Constant_161072" type="Const" version="opset1">
+		<layer id="2817" name="Constant_191636" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -47981,7 +43343,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3191" name="__module.model.layers.14.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="2818" name="__module.model.layers.14.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47994,7 +43356,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2510">
+				<port id="2" precision="FP32" names="2191">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -48002,7 +43364,7 @@
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 			</output>
 		</layer>
-		<layer id="3192" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="2819" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -48010,7 +43372,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3193" name="__module.model.layers.14.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="2820" name="__module.model.layers.14.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48023,7 +43385,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2511,q.29">
+				<port id="2" precision="FP32" names="2192,q.29">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -48031,142 +43393,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3194" name="__module.model.layers.14.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 64, 1" offset="177596264" size="256" />
-			<output>
-				<port id="0" precision="FP32" names="2522">
-					<dim>1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3195" name="__module.model.layers.14.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>3</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2525,2530,inv_freq_expanded.57,inv_freq_expanded.59">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3196" name="__module.model.layers.14.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2532">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3197" name="__module.model.layers.14.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="177596528" size="12" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>3</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3198" name="__module.model.layers.14.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>3</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2533">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3199" name="__module.model.layers.14.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2535,emb.29">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3200" name="__module.model.layers.14.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="2536,2538,2541,cos.85,cos.87">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3201" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2543,cos.89">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3202" name="__module.model.layers.14.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2821" name="__module.model.layers.14.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48183,7 +43410,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2545">
+				<port id="2" precision="FP32" names="2201">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -48191,23 +43418,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3203" name="Constant_133735" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="3204" name="Constant_133734" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3205" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="2822" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48223,13 +43434,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3206" name="__module.model.layers.14.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="2823" name="__module.model.layers.14.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3207" name="__module.model.layers.14.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="2824" name="__module.model.layers.14.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48239,10 +43450,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2546,2551" />
+				<port id="3" precision="I64" names="2202,2207" />
 			</output>
 		</layer>
-		<layer id="3208" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2825" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -48252,23 +43463,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3209" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2826" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2548,2549,2553,2554" />
+				<port id="1" precision="I64" names="2204,2205,2209,2210" />
 			</output>
 		</layer>
-		<layer id="3210" name="Constant_157887" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="2827" name="Constant_139170" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3211" name="__module.model.layers.14.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="2828" name="__module.model.layers.14.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -48282,53 +43493,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3212" name="Constant_133733" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2829" name="__module.model.layers.14.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="3213" name="ScatterUpdate_133736" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
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-			<output>
-				<port id="4" precision="I64">
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-				</port>
 			</output>
 		</layer>
-		<layer id="3214" name="Constant_133739" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="2830" name="__module.model.layers.14.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3215" name="Constant_133742" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2831" name="__module.model.layers.14.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3216" name="__module.model.layers.14.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2832" name="__module.model.layers.14.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48337,17 +43526,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2555,x2.57">
+				<port id="5" precision="FP32" names="2211,x2.57">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -48355,8 +43547,8 @@
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 			</output>
 		</layer>
-		<layer id="3217" name="Constant_152123" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="2833" name="Constant_184140" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -48366,7 +43558,7 @@
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 			</output>
 		</layer>
-		<layer id="3218" name="__module.model.layers.14.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2834" name="__module.model.layers.14.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48383,7 +43575,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2556">
+				<port id="2" precision="FP32" names="2212">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -48391,24 +43583,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3219" name="Constant_133787" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="2835" name="__module.model.layers.14.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2836" name="__module.model.layers.14.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3220" name="Constant_133792" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2837" name="__module.model.layers.14.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3221" name="__module.model.layers.14.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2838" name="__module.model.layers.14.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48417,17 +43616,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2550">
+				<port id="5" precision="FP32" names="2206">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -48435,7 +43637,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3222" name="__module.model.layers.14.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2839" name="__module.model.layers.14.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48452,7 +43654,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2558">
+				<port id="2" precision="FP32" names="2214">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -48460,41 +43662,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3223" name="__module.model.layers.14.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="2537,2539,2542,sin.85,sin.87">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3224" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2544,sin.89">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3225" name="__module.model.layers.14.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2840" name="__module.model.layers.14.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48511,7 +43679,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2559">
+				<port id="2" precision="FP32" names="2215">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -48519,7 +43687,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3226" name="__module.model.layers.14.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2841" name="__module.model.layers.14.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48536,7 +43704,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2560">
+				<port id="2" precision="FP32" names="2216">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -48544,13 +43712,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3227" name="Constant_198698" type="Const" version="opset1">
+		<layer id="2842" name="Constant_209916" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3228" name="Constant_198691" type="Const" version="opset1">
+		<layer id="2843" name="Constant_209909" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -48558,7 +43726,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3229" name="Constant_198693" type="Const" version="opset1">
+		<layer id="2844" name="Constant_209911" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -48566,7 +43734,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3230" name="Constant_198695" type="Const" version="opset1">
+		<layer id="2845" name="Constant_209913" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -48574,7 +43742,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3231" name="Concat_198696" type="Concat" version="opset1">
+		<layer id="2846" name="Concat_209914" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48596,7 +43764,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3232" name="Broadcast_198699" type="Broadcast" version="opset3">
+		<layer id="2847" name="Broadcast_209917" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -48613,7 +43781,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3233" name="ReadValue_192061" type="ReadValue" version="opset6">
+		<layer id="2848" name="ReadValue_205919" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.14.keypresent.14.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48632,13 +43800,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3234" name="Constant_185772" type="Const" version="opset1">
+		<layer id="2849" name="Constant_202283" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3235" name="Gather_185773" type="Gather" version="opset8">
+		<layer id="2850" name="Gather_202284" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48661,94 +43829,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3236" name="self.model.layers.14.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="2746301280" size="26214400" />
+		<layer id="2851" name="self.model.layers.14.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2485262560" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3237" name="Convert_206794" type="Convert" version="opset1">
+		<layer id="2852" name="Convert_236609" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3238" name="self.model.layers.14.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="2772515680" size="5120" />
+		<layer id="2853" name="self.model.layers.14.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2498369760" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3239" name="Convert_206797" type="Convert" version="opset1">
+		<layer id="2854" name="Convert_236611" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3240" name="self.model.layers.14.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2855" name="self.model.layers.14.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3241" name="self.model.layers.14.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="2772520800" size="10240" />
+		<layer id="2856" name="self.model.layers.14.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2498472160" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3242" name="self.model.layers.14.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2857" name="self.model.layers.14.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2858" name="Constant_236616" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2859" name="Reshape_236617" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -48756,8 +43964,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3243" name="self.model.layers.14.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2860" name="__module.model.layers.14.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -48771,7 +43982,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3244" name="__module.model.layers.14.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2861" name="__module.model.layers.14.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48785,14 +43996,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2506,key_states.33">
+				<port id="2" precision="FP32" names="2187,key_states.33">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3245" name="Constant_161073" type="Const" version="opset1">
+		<layer id="2862" name="Constant_191637" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -48800,7 +44011,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3246" name="__module.model.layers.14.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2863" name="__module.model.layers.14.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48813,7 +44024,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2513">
+				<port id="2" precision="FP32" names="2194">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -48821,7 +44032,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3247" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2864" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -48829,7 +44040,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3248" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2865" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48842,7 +44053,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2514,k.29">
+				<port id="2" precision="FP32" names="2195,k.29">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -48850,7 +44061,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3249" name="__module.model.layers.14.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2866" name="__module.model.layers.14.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48867,7 +44078,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2561">
+				<port id="2" precision="FP32" names="2217">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -48875,23 +44086,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3250" name="Constant_133835" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3251" name="Constant_133834" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3252" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2867" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48907,13 +44102,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3253" name="__module.model.layers.14.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="2868" name="__module.model.layers.14.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3254" name="__module.model.layers.14.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2869" name="__module.model.layers.14.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48923,10 +44118,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2562,2567" />
+				<port id="3" precision="I64" names="2218,2223" />
 			</output>
 		</layer>
-		<layer id="3255" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="2870" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -48936,23 +44131,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3256" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="2871" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2564,2565,2569,2570" />
+				<port id="1" precision="I64" names="2220,2221,2225,2226" />
 			</output>
 		</layer>
-		<layer id="3257" name="Constant_157889" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="2872" name="Constant_139171" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3258" name="__module.model.layers.14.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="2873" name="__module.model.layers.14.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -48966,53 +44161,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3259" name="Constant_133833" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2874" name="__module.model.layers.14.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="3260" name="ScatterUpdate_133836" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
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-				<port id="3" precision="I32">
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-				<port id="4" precision="I64">
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 			</output>
 		</layer>
-		<layer id="3261" name="Constant_133839" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="2875" name="__module.model.layers.14.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3262" name="Constant_133842" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2876" name="__module.model.layers.14.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3263" name="__module.model.layers.14.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2877" name="__module.model.layers.14.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49021,17 +44194,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2227,x2.59">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -49039,8 +44215,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3264" name="Constant_152124" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="2878" name="Constant_184141" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -49050,7 +44226,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3265" name="__module.model.layers.14.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2879" name="__module.model.layers.14.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49067,7 +44243,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2572">
+				<port id="2" precision="FP32" names="2228">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -49075,24 +44251,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3266" name="Constant_133887" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="2880" name="__module.model.layers.14.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3267" name="Constant_133892" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="2881" name="__module.model.layers.14.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2882" name="__module.model.layers.14.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3268" name="__module.model.layers.14.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2883" name="__module.model.layers.14.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49101,17 +44284,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2566">
+				<port id="5" precision="FP32" names="2222">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -49119,7 +44305,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3269" name="__module.model.layers.14.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2884" name="__module.model.layers.14.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49136,7 +44322,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2574">
+				<port id="2" precision="FP32" names="2230">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -49144,7 +44330,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3270" name="__module.model.layers.14.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2885" name="__module.model.layers.14.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49161,7 +44347,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2575">
+				<port id="2" precision="FP32" names="2231">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -49169,7 +44355,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3271" name="__module.model.layers.14.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2886" name="__module.model.layers.14.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49186,7 +44372,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2576">
+				<port id="2" precision="FP32" names="2232">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -49194,7 +44380,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3272" name="__module.model.layers.14.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2887" name="__module.model.layers.14.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49219,13 +44405,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3273" name="Constant_198711" type="Const" version="opset1">
+		<layer id="2888" name="Constant_209903" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3274" name="Constant_198704" type="Const" version="opset1">
+		<layer id="2889" name="Constant_209896" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -49233,7 +44419,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3275" name="Constant_198706" type="Const" version="opset1">
+		<layer id="2890" name="Constant_209898" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -49241,7 +44427,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3276" name="Constant_198708" type="Const" version="opset1">
+		<layer id="2891" name="Constant_209900" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -49249,7 +44435,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3277" name="Concat_198709" type="Concat" version="opset1">
+		<layer id="2892" name="Concat_209901" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49271,7 +44457,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3278" name="Broadcast_198712" type="Broadcast" version="opset3">
+		<layer id="2893" name="Broadcast_209904" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -49288,7 +44474,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3279" name="ReadValue_192063" type="ReadValue" version="opset6">
+		<layer id="2894" name="ReadValue_205921" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.14.valuepresent.14.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49307,13 +44493,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3280" name="Constant_185775" type="Const" version="opset1">
+		<layer id="2895" name="Constant_202286" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3281" name="Gather_185776" type="Gather" version="opset8">
+		<layer id="2896" name="Gather_202287" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49336,94 +44522,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3282" name="self.model.layers.14.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="2772531040" size="26214400" />
+		<layer id="2897" name="self.model.layers.14.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2498881760" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3283" name="Convert_206805" type="Convert" version="opset1">
+		<layer id="2898" name="Convert_236599" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3284" name="self.model.layers.14.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="2798745440" size="5120" />
+		<layer id="2899" name="self.model.layers.14.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2511988960" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3285" name="Convert_206808" type="Convert" version="opset1">
+		<layer id="2900" name="Convert_236601" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3286" name="self.model.layers.14.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2901" name="self.model.layers.14.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3287" name="self.model.layers.14.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="2798750560" size="10240" />
+		<layer id="2902" name="self.model.layers.14.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2512091360" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3288" name="self.model.layers.14.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2903" name="self.model.layers.14.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2904" name="Constant_236606" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2905" name="Reshape_236607" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -49431,8 +44657,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3289" name="self.model.layers.14.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2906" name="__module.model.layers.14.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -49446,7 +44675,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3290" name="__module.model.layers.14.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2907" name="__module.model.layers.14.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49460,14 +44689,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2508,value_states.29">
+				<port id="2" precision="FP32" names="2189,value_states.29">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3291" name="Constant_161074" type="Const" version="opset1">
+		<layer id="2908" name="Constant_191638" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -49475,7 +44704,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3292" name="__module.model.layers.14.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2909" name="__module.model.layers.14.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49488,7 +44717,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2516">
+				<port id="2" precision="FP32" names="2197">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -49496,7 +44725,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3293" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2910" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -49504,7 +44733,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3294" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2911" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49517,7 +44746,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2517">
+				<port id="2" precision="FP32" names="2198">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -49525,7 +44754,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3295" name="__module.model.layers.14.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2912" name="__module.model.layers.14.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49550,206 +44779,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3296" name="Constant_133937" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="3297" name="Constant_133938" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="3298" name="Constant_133934" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="3299" name="ShapeOf_159082" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>40</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3300" name="Constant_159083" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3301" name="Constant_159084" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="3302" name="Gather_159085" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
-			<output>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3303" name="ShapeOf_159086" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>40</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3304" name="Constant_159087" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3305" name="Constant_159088" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="3306" name="Gather_159089" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
-			<output>
-				<port id="3" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="3307" name="Add_159090" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="I64" names="2581">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3308" name="Constant_133933" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3309" name="ScatterUpdate_133939" type="ScatterUpdate" version="opset3">
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3310" name="Constant_133942" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3311" name="__module.model.layers.14.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="3" precision="I64">
-					<dim>4</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="FP32" names="2585">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>-1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3312" name="__module.model.layers.14.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2913" name="__module.model.layers.14.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49778,7 +44808,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2586,attn_output.57">
+				<port id="4" precision="FP32" names="2242,attn_output.57">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -49786,7 +44816,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3313" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="2914" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -49794,7 +44824,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3314" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2915" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49807,7 +44837,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2587">
+				<port id="2" precision="FP32" names="2243">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -49815,7 +44845,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3315" name="__module.model.layers.14.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="2916" name="__module.model.layers.14.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49830,21 +44860,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3316" name="Constant_126916" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="2917" name="Constant_176833" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204835008" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3317" name="Constant_126917" type="Const" version="opset1">
+		<layer id="2918" name="Constant_176834" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3318" name="Gather_126918" type="Gather" version="opset8">
+		<layer id="2919" name="Gather_176835" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49861,7 +44891,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3319" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="2920" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -49872,12 +44902,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="2589">
+				<port id="2" precision="I64" names="2245">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3320" name="__module.model.layers.14.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="2921" name="__module.model.layers.14.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49891,15 +44921,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2590">
+				<port id="2" precision="FP32" names="2246">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3321" name="self.model.layers.14.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="2798760800" size="13107200" />
+		<layer id="2922" name="self.model.layers.14.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2512500960" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -49908,7 +44938,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3322" name="Convert_206826" type="Convert" version="opset1">
+		<layer id="2923" name="Convert_236629" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -49925,8 +44955,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3323" name="self.model.layers.14.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="2811868000" size="102400" />
+		<layer id="2924" name="self.model.layers.14.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2525608160" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -49935,7 +44965,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3324" name="Convert_206828" type="Convert" version="opset1">
+		<layer id="2925" name="Convert_236631" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -49952,7 +44982,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3325" name="self.model.layers.14.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2926" name="self.model.layers.14.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -49974,8 +45004,8 @@
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 		</layer>
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@@ -49984,7 +45014,7 @@
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@@ -50006,7 +45036,7 @@
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-		<layer id="3328" name="Constant_206833" type="Const" version="opset1">
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@@ -50014,7 +45044,7 @@
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@@ -50033,8 +45063,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
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@@ -50048,13 +45081,13 @@
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-		<layer id="3332" name="__module.model.layers.14/aten::add/Add" type="Add" version="opset1">
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@@ -50084,15 +45117,15 @@
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 					<dim>5120</dim>
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-			<data element_type="f32" shape="1, 1, 5120" offset="2812380000" size="20480" />
+		<layer id="2934" name="Constant_184145" type="Const" version="opset1">
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@@ -50101,7 +45134,7 @@
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-		<layer id="3334" name="Constant_152127" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
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@@ -50111,7 +45144,7 @@
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-		<layer id="3335" name="Constant_152125" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
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@@ -50121,7 +45154,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -50136,22 +45169,22 @@
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-		<layer id="3337" name="Constant_7670" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
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 			<data keep_dims="true" />
 			<input>
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@@ -50164,14 +45197,14 @@
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-		<layer id="3339" name="Constant_152126" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
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@@ -50181,7 +45214,7 @@
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+		<layer id="2941" name="__module.model.layers.14.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -50196,14 +45229,14 @@
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-		<layer id="3341" name="__module.model.layers.14.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2942" name="__module.model.layers.14.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -50219,7 +45252,7 @@
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 		</layer>
-		<layer id="3342" name="__module.model.layers.14.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2943" name="__module.model.layers.14.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -50234,14 +45267,14 @@
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 			<output>
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 		</layer>
-		<layer id="3343" name="__module.model.layers.14.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2944" name="__module.model.layers.14.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -50256,14 +45289,14 @@
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 			<output>
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-		<layer id="3344" name="__module.model.layers.14.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2945" name="__module.model.layers.14.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50278,15 +45311,15 @@
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-			<data element_type="u4" shape="13824, 40, 128" offset="2812400480" size="35389440" />
+		<layer id="2946" name="self.model.layers.14.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -50295,7 +45328,7 @@
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 		</layer>
-		<layer id="3346" name="Convert_206848" type="Convert" version="opset1">
+		<layer id="2947" name="Convert_235269" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -50312,8 +45345,8 @@
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-		<layer id="3347" name="self.model.layers.14.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="2847789920" size="276480" />
+		<layer id="2948" name="self.model.layers.14.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="2561530080" size="276480" />
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 				<port id="0" precision="U4">
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@@ -50322,7 +45355,7 @@
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 		</layer>
-		<layer id="3348" name="Convert_206850" type="Convert" version="opset1">
+		<layer id="2949" name="Convert_235271" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -50339,7 +45372,7 @@
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 		</layer>
-		<layer id="3349" name="self.model.layers.14.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -50361,8 +45394,8 @@
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-		<layer id="3350" name="self.model.layers.14.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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+		<layer id="2951" name="self.model.layers.14.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -50371,7 +45404,7 @@
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 		</layer>
-		<layer id="3351" name="self.model.layers.14.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2952" name="self.model.layers.14.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -50393,15 +45426,15 @@
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-		<layer id="3352" name="Constant_206855" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="2953" name="Constant_235276" type="Const" version="opset1">
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-		<layer id="3353" name="Reshape_206856" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -50420,8 +45453,11 @@
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 		</layer>
-		<layer id="3354" name="self.model.layers.14.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2955" name="__module.model.layers.14.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -50435,7 +45471,7 @@
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 		</layer>
-		<layer id="3355" name="__module.model.layers.14.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2956" name="__module.model.layers.14.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -50449,14 +45485,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -50465,15 +45501,15 @@
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 			<output>
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 					<dim>13824</dim>
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 				<port id="0" precision="U4">
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@@ -50482,7 +45518,7 @@
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-		<layer id="3358" name="Convert_206837" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -50499,8 +45535,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="2884561760" size="276480" />
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+			<data element_type="u4" shape="13824, 40, 1" offset="2598301920" size="276480" />
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 				<port id="0" precision="U4">
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@@ -50509,7 +45545,7 @@
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-		<layer id="3360" name="Convert_206839" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -50526,7 +45562,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -50548,8 +45584,8 @@
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 				<port id="0" precision="FP16">
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@@ -50558,7 +45594,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -50580,15 +45616,15 @@
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@@ -50607,8 +45643,11 @@
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@@ -50692,8 +45731,8 @@
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 			<data destination_type="f32" />
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 			<data destination_type="f32" />
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+		<layer id="3004" name="__module.model.layers.15.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -51216,14 +46261,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2307,query_states.31">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="3404" name="Constant_161075" type="Const" version="opset1">
+		<layer id="3005" name="Constant_191639" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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 				<port id="0" precision="I64">
@@ -51231,7 +46276,7 @@
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 			</output>
 		</layer>
-		<layer id="3405" name="__module.model.layers.15.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="3006" name="__module.model.layers.15.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51244,7 +46289,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2658">
+				<port id="2" precision="FP32" names="2313">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -51252,7 +46297,7 @@
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 			</output>
 		</layer>
-		<layer id="3406" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="3007" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -51260,7 +46305,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3407" name="__module.model.layers.15.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="3008" name="__module.model.layers.15.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51273,7 +46318,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2659,q.31">
+				<port id="2" precision="FP32" names="2314,q.31">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -51281,142 +46326,7 @@
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 			</output>
 		</layer>
-		<layer id="3408" name="__module.model.layers.15.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
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-					<dim>64</dim>
-					<dim>1</dim>
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-		</layer>
-		<layer id="3409" name="__module.model.layers.15.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
-			<input>
-				<port id="0" precision="FP32">
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-				<port id="1" precision="I64">
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-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3410" name="__module.model.layers.15.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
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-				<port id="1" precision="FP32">
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-					<dim>1</dim>
-					<dim>-1</dim>
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-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2680">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3411" name="__module.model.layers.15.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="177596528" size="12" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>3</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3412" name="__module.model.layers.15.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I32">
-					<dim>3</dim>
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-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2681">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3413" name="__module.model.layers.15.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2683,emb.31">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3414" name="__module.model.layers.15.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32" names="2684,2686,2689,cos.91,cos.93">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3415" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2691,cos.95">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3416" name="__module.model.layers.15.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3009" name="__module.model.layers.15.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51433,7 +46343,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2693">
+				<port id="2" precision="FP32" names="2323">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -51441,23 +46351,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3417" name="Constant_133947" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3418" name="Constant_133946" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3419" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="3010" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51473,13 +46367,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3420" name="__module.model.layers.15.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="3011" name="__module.model.layers.15.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3421" name="__module.model.layers.15.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="3012" name="__module.model.layers.15.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -51489,10 +46383,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2694,2699" />
+				<port id="3" precision="I64" names="2324,2329" />
 			</output>
 		</layer>
-		<layer id="3422" name="__module.model.layers.15.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3013" name="__module.model.layers.15.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -51502,23 +46396,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3423" name="__module.model.layers.15.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3014" name="__module.model.layers.15.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2696,2697,2701,2702" />
+				<port id="1" precision="I64" names="2326,2327,2331,2332" />
 			</output>
 		</layer>
-		<layer id="3424" name="Constant_157891" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="3015" name="Constant_139175" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3425" name="__module.model.layers.15.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="3016" name="__module.model.layers.15.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -51532,53 +46426,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3426" name="Constant_133945" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3017" name="__module.model.layers.15.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3427" name="ScatterUpdate_133948" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
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-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3428" name="Constant_133951" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="3018" name="__module.model.layers.15.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3429" name="Constant_133954" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3019" name="__module.model.layers.15.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3430" name="__module.model.layers.15.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3020" name="__module.model.layers.15.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51587,17 +46459,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2703,x2.61">
+				<port id="5" precision="FP32" names="2333,x2.61">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -51605,8 +46480,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3431" name="Constant_152133" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="3021" name="Constant_184150" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -51616,7 +46491,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3432" name="__module.model.layers.15.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3022" name="__module.model.layers.15.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51633,7 +46508,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2704">
+				<port id="2" precision="FP32" names="2334">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -51641,24 +46516,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3433" name="Constant_133999" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="3023" name="__module.model.layers.15.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3434" name="Constant_134004" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3024" name="__module.model.layers.15.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3025" name="__module.model.layers.15.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3435" name="__module.model.layers.15.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3026" name="__module.model.layers.15.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51667,17 +46549,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2698">
+				<port id="5" precision="FP32" names="2328">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -51685,7 +46570,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3436" name="__module.model.layers.15.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3027" name="__module.model.layers.15.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51702,7 +46587,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2706">
+				<port id="2" precision="FP32" names="2336">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -51710,41 +46595,7 @@
 				</port>
 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="3438" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="3439" name="__module.model.layers.15.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3028" name="__module.model.layers.15.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51761,7 +46612,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2337">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -51769,7 +46620,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3440" name="__module.model.layers.15.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3029" name="__module.model.layers.15.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51786,7 +46637,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2708">
+				<port id="2" precision="FP32" names="2338">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -51794,13 +46645,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3441" name="Constant_198724" type="Const" version="opset1">
+		<layer id="3030" name="Constant_209942" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3442" name="Constant_198717" type="Const" version="opset1">
+		<layer id="3031" name="Constant_209935" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -51808,7 +46659,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3443" name="Constant_198719" type="Const" version="opset1">
+		<layer id="3032" name="Constant_209937" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -51816,7 +46667,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3444" name="Constant_198721" type="Const" version="opset1">
+		<layer id="3033" name="Constant_209939" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -51824,7 +46675,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3445" name="Concat_198722" type="Concat" version="opset1">
+		<layer id="3034" name="Concat_209940" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -51846,7 +46697,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3446" name="Broadcast_198725" type="Broadcast" version="opset3">
+		<layer id="3035" name="Broadcast_209943" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -51863,7 +46714,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3447" name="ReadValue_192065" type="ReadValue" version="opset6">
+		<layer id="3036" name="ReadValue_205923" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.15.keypresent.15.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51882,13 +46733,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3448" name="Constant_185778" type="Const" version="opset1">
+		<layer id="3037" name="Constant_202289" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3449" name="Gather_185779" type="Gather" version="opset8">
+		<layer id="3038" name="Gather_202290" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51911,94 +46762,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3450" name="self.model.layers.15.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="2936355680" size="26214400" />
+		<layer id="3039" name="self.model.layers.15.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2650095840" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3451" name="Convert_206871" type="Convert" version="opset1">
+		<layer id="3040" name="Convert_236649" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3452" name="self.model.layers.15.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="2962570080" size="5120" />
+		<layer id="3041" name="self.model.layers.15.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2663203040" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3453" name="Convert_206874" type="Convert" version="opset1">
+		<layer id="3042" name="Convert_236651" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3454" name="self.model.layers.15.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3043" name="self.model.layers.15.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="2962575200" size="10240" />
+		<layer id="3044" name="self.model.layers.15.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2663305440" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3456" name="self.model.layers.15.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3045" name="self.model.layers.15.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3046" name="Constant_236656" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3047" name="Reshape_236657" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -52006,8 +46897,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3457" name="self.model.layers.15.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3048" name="__module.model.layers.15.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -52021,7 +46915,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3458" name="__module.model.layers.15.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3049" name="__module.model.layers.15.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52035,14 +46929,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2309,key_states.35">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="3459" name="Constant_161076" type="Const" version="opset1">
+		<layer id="3050" name="Constant_191640" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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 				<port id="0" precision="I64">
@@ -52050,7 +46944,7 @@
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 		</layer>
-		<layer id="3460" name="__module.model.layers.15.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3051" name="__module.model.layers.15.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52063,7 +46957,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2661">
+				<port id="2" precision="FP32" names="2316">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -52071,7 +46965,7 @@
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 		</layer>
-		<layer id="3461" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3052" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -52079,7 +46973,7 @@
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 			</output>
 		</layer>
-		<layer id="3462" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3053" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52092,7 +46986,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2662,k.31">
+				<port id="2" precision="FP32" names="2317,k.31">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -52100,7 +46994,7 @@
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 			</output>
 		</layer>
-		<layer id="3463" name="__module.model.layers.15.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3054" name="__module.model.layers.15.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52117,7 +47011,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2709">
+				<port id="2" precision="FP32" names="2339">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -52125,23 +47019,7 @@
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 		</layer>
-		<layer id="3464" name="Constant_134047" type="Const" version="opset1">
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-		<layer id="3466" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="3055" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52157,13 +47035,13 @@
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 			</output>
 		</layer>
-		<layer id="3467" name="__module.model.layers.15.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="3056" name="__module.model.layers.15.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3468" name="__module.model.layers.15.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3057" name="__module.model.layers.15.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -52173,10 +47051,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2340,2345" />
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 		</layer>
-		<layer id="3469" name="__module.model.layers.15.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3058" name="__module.model.layers.15.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -52186,23 +47064,23 @@
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 			</output>
 		</layer>
-		<layer id="3470" name="__module.model.layers.15.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3059" name="__module.model.layers.15.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2712,2713,2717,2718" />
+				<port id="1" precision="I64" names="2342,2343,2347,2348" />
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 		</layer>
-		<layer id="3471" name="Constant_157893" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="3060" name="Constant_139176" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="3472" name="__module.model.layers.15.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="3061" name="__module.model.layers.15.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -52216,53 +47094,31 @@
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 			</output>
 		</layer>
-		<layer id="3473" name="Constant_134045" type="Const" version="opset1">
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+		<layer id="3062" name="__module.model.layers.15.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
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-		<layer id="3474" name="ScatterUpdate_134048" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3475" name="Constant_134051" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="3063" name="__module.model.layers.15.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="3476" name="Constant_134054" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3064" name="__module.model.layers.15.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3477" name="__module.model.layers.15.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3065" name="__module.model.layers.15.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52271,17 +47127,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2349,x2.63">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -52289,8 +47148,8 @@
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 			</output>
 		</layer>
-		<layer id="3478" name="Constant_152134" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="3066" name="Constant_184151" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -52300,7 +47159,7 @@
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 			</output>
 		</layer>
-		<layer id="3479" name="__module.model.layers.15.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3067" name="__module.model.layers.15.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52317,7 +47176,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2720">
+				<port id="2" precision="FP32" names="2350">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -52325,24 +47184,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3480" name="Constant_134099" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="3068" name="__module.model.layers.15.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3481" name="Constant_134104" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3069" name="__module.model.layers.15.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3070" name="__module.model.layers.15.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3482" name="__module.model.layers.15.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3071" name="__module.model.layers.15.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52351,17 +47217,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2344">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -52369,7 +47238,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3483" name="__module.model.layers.15.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3072" name="__module.model.layers.15.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52386,7 +47255,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2722">
+				<port id="2" precision="FP32" names="2352">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -52394,7 +47263,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3484" name="__module.model.layers.15.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3073" name="__module.model.layers.15.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52411,7 +47280,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2723">
+				<port id="2" precision="FP32" names="2353">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -52419,7 +47288,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3485" name="__module.model.layers.15.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3074" name="__module.model.layers.15.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52436,7 +47305,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2724">
+				<port id="2" precision="FP32" names="2354">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -52444,7 +47313,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3486" name="__module.model.layers.15.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3075" name="__module.model.layers.15.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52469,13 +47338,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3487" name="Constant_198737" type="Const" version="opset1">
+		<layer id="3076" name="Constant_209929" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3488" name="Constant_198730" type="Const" version="opset1">
+		<layer id="3077" name="Constant_209922" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -52483,7 +47352,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3489" name="Constant_198732" type="Const" version="opset1">
+		<layer id="3078" name="Constant_209924" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -52491,7 +47360,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3490" name="Constant_198734" type="Const" version="opset1">
+		<layer id="3079" name="Constant_209926" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -52499,7 +47368,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3491" name="Concat_198735" type="Concat" version="opset1">
+		<layer id="3080" name="Concat_209927" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -52521,7 +47390,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3492" name="Broadcast_198738" type="Broadcast" version="opset3">
+		<layer id="3081" name="Broadcast_209930" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -52538,7 +47407,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3493" name="ReadValue_192067" type="ReadValue" version="opset6">
+		<layer id="3082" name="ReadValue_205925" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.15.valuepresent.15.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52557,13 +47426,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3494" name="Constant_185781" type="Const" version="opset1">
+		<layer id="3083" name="Constant_202292" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3495" name="Gather_185782" type="Gather" version="opset8">
+		<layer id="3084" name="Gather_202293" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52586,94 +47455,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3496" name="self.model.layers.15.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="2962585440" size="26214400" />
+		<layer id="3085" name="self.model.layers.15.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2663715040" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3497" name="Convert_206882" type="Convert" version="opset1">
+		<layer id="3086" name="Convert_236639" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3498" name="self.model.layers.15.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="2988799840" size="5120" />
+		<layer id="3087" name="self.model.layers.15.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2676822240" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3499" name="Convert_206885" type="Convert" version="opset1">
+		<layer id="3088" name="Convert_236641" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3500" name="self.model.layers.15.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3089" name="self.model.layers.15.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3501" name="self.model.layers.15.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="2988804960" size="10240" />
+		<layer id="3090" name="self.model.layers.15.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2676924640" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3502" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3091" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3092" name="Constant_236646" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3093" name="Reshape_236647" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -52681,8 +47590,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3503" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3094" name="__module.model.layers.15.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -52696,7 +47608,7 @@
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 			</output>
 		</layer>
-		<layer id="3504" name="__module.model.layers.15.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3095" name="__module.model.layers.15.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52710,14 +47622,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2656,value_states.31">
+				<port id="2" precision="FP32" names="2311,value_states.31">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="3505" name="Constant_161077" type="Const" version="opset1">
+		<layer id="3096" name="Constant_191641" type="Const" version="opset1">
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@@ -52725,7 +47637,7 @@
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 		</layer>
-		<layer id="3506" name="__module.model.layers.15.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3097" name="__module.model.layers.15.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52738,7 +47650,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2319">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -52746,7 +47658,7 @@
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 			</output>
 		</layer>
-		<layer id="3507" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3098" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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 				<port id="0" precision="I32">
@@ -52754,7 +47666,7 @@
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 			</output>
 		</layer>
-		<layer id="3508" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3099" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52767,7 +47679,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2320">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -52775,7 +47687,7 @@
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 			</output>
 		</layer>
-		<layer id="3509" name="__module.model.layers.15.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3100" name="__module.model.layers.15.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52800,206 +47712,7 @@
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 			</output>
 		</layer>
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-			<input>
-				<port id="0" precision="FP32">
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-		<layer id="3514" name="Constant_159158" type="Const" version="opset1">
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-			<output>
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-		<layer id="3515" name="Constant_159159" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="3516" name="Gather_159160" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3517" name="ShapeOf_159161" type="ShapeOf" version="opset3">
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-			<input>
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-			</output>
-		</layer>
-		<layer id="3518" name="Constant_159162" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3519" name="Constant_159163" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="3520" name="Gather_159164" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
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-		</layer>
-		<layer id="3521" name="Add_159165" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64">
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-		<layer id="3522" name="Constant_134145" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32">
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-		<layer id="3523" name="ScatterUpdate_134151" type="ScatterUpdate" version="opset3">
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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-		<layer id="3524" name="Constant_134154" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3525" name="__module.model.layers.15.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I64">
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-					<dim>-1</dim>
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-		<layer id="3526" name="__module.model.layers.15.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3101" name="__module.model.layers.15.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53028,7 +47741,7 @@
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 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="2364,attn_output.61">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -53036,7 +47749,7 @@
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 			</output>
 		</layer>
-		<layer id="3527" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3102" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -53044,7 +47757,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3528" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3103" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -53057,7 +47770,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2365">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -53065,7 +47778,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3529" name="__module.model.layers.15.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="3104" name="__module.model.layers.15.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53080,21 +47793,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3530" name="Constant_126926" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="3105" name="Constant_176843" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204835008" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3531" name="Constant_126927" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3532" name="Gather_126928" type="Gather" version="opset8">
+		<layer id="3107" name="Gather_176845" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -53111,7 +47824,7 @@
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 			</output>
 		</layer>
-		<layer id="3533" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="3108" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -53122,12 +47835,12 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="2737">
+				<port id="2" precision="I64" names="2367">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3534" name="__module.model.layers.15.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="3109" name="__module.model.layers.15.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53141,15 +47854,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2738">
+				<port id="2" precision="FP32" names="2368">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="3535" name="self.model.layers.15.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="2988815200" size="13107200" />
+		<layer id="3110" name="self.model.layers.15.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2677334240" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -53158,7 +47871,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3536" name="Convert_206903" type="Convert" version="opset1">
+		<layer id="3111" name="Convert_236669" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -53175,8 +47888,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3537" name="self.model.layers.15.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="3001922400" size="102400" />
+		<layer id="3112" name="self.model.layers.15.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2690441440" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -53185,7 +47898,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3538" name="Convert_206905" type="Convert" version="opset1">
+		<layer id="3113" name="Convert_236671" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -53202,7 +47915,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3539" name="self.model.layers.15.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3114" name="self.model.layers.15.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53224,8 +47937,8 @@
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 			</output>
 		</layer>
-		<layer id="3540" name="self.model.layers.15.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="3002024800" size="409600" />
+		<layer id="3115" name="self.model.layers.15.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2690543840" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -53234,7 +47947,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3541" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3116" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53256,7 +47969,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3542" name="Constant_206910" type="Const" version="opset1">
+		<layer id="3117" name="Constant_236676" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -53264,7 +47977,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3543" name="Reshape_206911" type="Reshape" version="opset1">
+		<layer id="3118" name="Reshape_236677" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53283,8 +47996,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3544" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3119" name="__module.model.layers.15.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -53298,13 +48014,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3545" name="__module.model.layers.15.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3120" name="__module.model.layers.15.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -53312,14 +48028,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2740,2742,hidden_states.403">
+				<port id="2" precision="FP32" names="2370,2372,hidden_states.403">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3546" name="__module.model.layers.15/aten::add/Add" type="Add" version="opset1">
+		<layer id="3121" name="__module.model.layers.15/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53334,15 +48050,15 @@
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 			</input>
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-			<data element_type="f32" shape="1, 1, 5120" offset="3002434400" size="20480" />
+		<layer id="3122" name="Constant_184155" type="Const" version="opset1">
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@@ -53351,7 +48067,7 @@
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 		</layer>
-		<layer id="3548" name="Constant_152137" type="Const" version="opset1">
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@@ -53361,7 +48077,7 @@
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-		<layer id="3549" name="Constant_152135" type="Const" version="opset1">
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@@ -53371,7 +48087,7 @@
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+		<layer id="3125" name="__module.model.layers.15.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
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@@ -53386,22 +48102,22 @@
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 					<dim>5120</dim>
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-		<layer id="3551" name="Constant_8163" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
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-		<layer id="3552" name="__module.model.layers.15.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3127" name="__module.model.layers.15.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<input>
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@@ -53414,14 +48130,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2380,variance.63">
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-		<layer id="3553" name="Constant_152136" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
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@@ -53431,7 +48147,7 @@
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-		<layer id="3554" name="__module.model.layers.15.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3129" name="__module.model.layers.15.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -53446,14 +48162,14 @@
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 			<output>
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-		<layer id="3555" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3130" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -53469,7 +48185,7 @@
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-		<layer id="3556" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3131" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53484,14 +48200,14 @@
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 			<output>
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 		</layer>
-		<layer id="3557" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3132" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53506,14 +48222,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2383,2384,hidden_states.409,hidden_states.411">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="3558" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3133" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53528,15 +48244,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u4" shape="13824, 40, 128" offset="3002454880" size="35389440" />
+		<layer id="3134" name="self.model.layers.15.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
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@@ -53545,7 +48261,7 @@
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 		</layer>
-		<layer id="3560" name="Convert_206925" type="Convert" version="opset1">
+		<layer id="3135" name="Convert_235299" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -53562,8 +48278,8 @@
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 		</layer>
-		<layer id="3561" name="self.model.layers.15.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="3037844320" size="276480" />
+		<layer id="3136" name="self.model.layers.15.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="2726363360" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -53572,7 +48288,7 @@
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 		</layer>
-		<layer id="3562" name="Convert_206927" type="Convert" version="opset1">
+		<layer id="3137" name="Convert_235301" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -53589,7 +48305,7 @@
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 		</layer>
-		<layer id="3563" name="self.model.layers.15.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3138" name="self.model.layers.15.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53611,8 +48327,8 @@
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 		</layer>
-		<layer id="3564" name="self.model.layers.15.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="3038120800" size="1105920" />
+		<layer id="3139" name="self.model.layers.15.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -53621,7 +48337,7 @@
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 			</output>
 		</layer>
-		<layer id="3565" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3140" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53643,15 +48359,15 @@
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-		<layer id="3566" name="Constant_206932" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="3141" name="Constant_235306" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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-		<layer id="3567" name="Reshape_206933" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53670,8 +48386,11 @@
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 			</output>
 		</layer>
-		<layer id="3568" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3143" name="__module.model.layers.15.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -53685,7 +48404,7 @@
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 			</output>
 		</layer>
-		<layer id="3569" name="__module.model.layers.15.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3144" name="__module.model.layers.15.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53699,14 +48418,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 		</layer>
-		<layer id="3570" name="__module.model.layers.15.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="3145" name="__module.model.layers.15.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -53715,15 +48434,15 @@
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 			<output>
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+				<port id="1" precision="FP32" names="2394">
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 					<dim>-1</dim>
 					<dim>13824</dim>
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+		<layer id="3146" name="self.model.layers.15.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -53732,7 +48451,7 @@
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 			</output>
 		</layer>
-		<layer id="3572" name="Convert_206914" type="Convert" version="opset1">
+		<layer id="3147" name="Convert_235289" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -53749,8 +48468,8 @@
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 		</layer>
-		<layer id="3573" name="self.model.layers.15.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="3074616160" size="276480" />
+		<layer id="3148" name="self.model.layers.15.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="2763135200" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -53759,7 +48478,7 @@
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 			</output>
 		</layer>
-		<layer id="3574" name="Convert_206916" type="Convert" version="opset1">
+		<layer id="3149" name="Convert_235291" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -53776,7 +48495,7 @@
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 		</layer>
-		<layer id="3575" name="self.model.layers.15.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53798,8 +48517,8 @@
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-		<layer id="3576" name="self.model.layers.15.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="3074892640" size="1105920" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -53808,7 +48527,7 @@
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 		</layer>
-		<layer id="3577" name="self.model.layers.15.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53830,15 +48549,15 @@
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-		<layer id="3578" name="Constant_206921" type="Const" version="opset1">
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+		<layer id="3153" name="Constant_235296" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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-		<layer id="3579" name="Reshape_206922" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -53857,8 +48576,11 @@
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 		</layer>
-		<layer id="3580" name="self.model.layers.15.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3155" name="__module.model.layers.15.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -53872,7 +48594,7 @@
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-		<layer id="3581" name="__module.model.layers.15.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -53886,14 +48608,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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-		<layer id="3582" name="__module.model.layers.15.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3157" name="__module.model.layers.15.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53908,15 +48630,15 @@
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 					<dim>13824</dim>
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@@ -53925,7 +48647,7 @@
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-		<layer id="3584" name="Convert_206936" type="Convert" version="opset1">
+		<layer id="3159" name="Convert_235309" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -53942,8 +48664,8 @@
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@@ -53952,7 +48674,7 @@
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@@ -53969,7 +48691,7 @@
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@@ -54023,15 +48745,15 @@
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@@ -54050,8 +48772,11 @@
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 			<data destination_type="f32" />
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@@ -54118,7 +48843,7 @@
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@@ -54128,7 +48853,7 @@
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@@ -54181,14 +48906,14 @@
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@@ -54198,7 +48923,7 @@
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@@ -54236,7 +48961,7 @@
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@@ -54251,14 +48976,14 @@
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@@ -54273,14 +48998,14 @@
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@@ -54295,15 +49020,15 @@
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@@ -54312,7 +49037,7 @@
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 			<input>
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@@ -54329,8 +49054,8 @@
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 				<port id="0" precision="U4">
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@@ -54339,7 +49064,7 @@
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-		<layer id="3610" name="Convert_206971" type="Convert" version="opset1">
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@@ -54356,7 +49081,7 @@
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@@ -54388,7 +49113,7 @@
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@@ -54410,7 +49135,7 @@
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@@ -54418,7 +49143,7 @@
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@@ -54437,8 +49162,11 @@
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 			<data destination_type="f32" />
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 				<port id="0" precision="FP16">
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@@ -54452,7 +49180,7 @@
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-					<dim>1</dim>
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-		<layer id="3624" name="__module.model.layers.16.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
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-					<dim>-1</dim>
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-				<port id="2" precision="FP32" names="2828">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3625" name="__module.model.layers.16.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="177596528" size="12" />
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-				<port id="0" precision="I32">
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-			</output>
-		</layer>
-		<layer id="3626" name="__module.model.layers.16.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3627" name="__module.model.layers.16.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-				<port id="2" precision="FP32" names="2831,emb.33">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3628" name="__module.model.layers.16.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="FP32" names="2832,2834,2837,cos.97,cos.99">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="3629" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="2839,cos.101">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3630" name="__module.model.layers.16.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3197" name="__module.model.layers.16.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54683,7 +49276,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2841">
+				<port id="2" precision="FP32" names="2445">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -54691,23 +49284,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3631" name="Constant_134159" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="3632" name="Constant_134158" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3633" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="3198" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54723,13 +49300,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3634" name="__module.model.layers.16.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="3199" name="__module.model.layers.16.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3635" name="__module.model.layers.16.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="3200" name="__module.model.layers.16.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -54739,10 +49316,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2842,2847" />
+				<port id="3" precision="I64" names="2446,2451" />
 			</output>
 		</layer>
-		<layer id="3636" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3201" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -54752,23 +49329,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3637" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3202" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2844,2845,2849,2850" />
+				<port id="1" precision="I64" names="2448,2449,2453,2454" />
 			</output>
 		</layer>
-		<layer id="3638" name="Constant_157895" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="3203" name="Constant_139180" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3639" name="__module.model.layers.16.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="3204" name="__module.model.layers.16.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -54782,53 +49359,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3640" name="Constant_134157" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3205" name="__module.model.layers.16.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-			</output>
-		</layer>
-		<layer id="3641" name="ScatterUpdate_134160" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
-				<port id="4" precision="I64">
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-				</port>
 			</output>
 		</layer>
-		<layer id="3642" name="Constant_134163" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="3206" name="__module.model.layers.16.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3643" name="Constant_134166" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3207" name="__module.model.layers.16.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3644" name="__module.model.layers.16.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3208" name="__module.model.layers.16.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54837,17 +49392,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2851,x2.65">
+				<port id="5" precision="FP32" names="2455,x2.65">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -54855,8 +49413,8 @@
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 			</output>
 		</layer>
-		<layer id="3645" name="Constant_152143" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="3209" name="Constant_184160" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -54866,7 +49424,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3646" name="__module.model.layers.16.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3210" name="__module.model.layers.16.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54883,7 +49441,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2852">
+				<port id="2" precision="FP32" names="2456">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -54891,24 +49449,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3647" name="Constant_134211" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="3211" name="__module.model.layers.16.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3648" name="Constant_134216" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3212" name="__module.model.layers.16.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3213" name="__module.model.layers.16.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3649" name="__module.model.layers.16.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3214" name="__module.model.layers.16.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54917,17 +49482,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2846">
+				<port id="5" precision="FP32" names="2450">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -54935,7 +49503,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3650" name="__module.model.layers.16.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3215" name="__module.model.layers.16.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54952,7 +49520,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2854">
+				<port id="2" precision="FP32" names="2458">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -54960,41 +49528,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3651" name="__module.model.layers.16.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="2833,2835,2838,sin.97,sin.99">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3652" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2840,sin.101">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3653" name="__module.model.layers.16.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3216" name="__module.model.layers.16.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55011,7 +49545,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2855">
+				<port id="2" precision="FP32" names="2459">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -55019,7 +49553,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3654" name="__module.model.layers.16.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3217" name="__module.model.layers.16.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55036,7 +49570,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2856">
+				<port id="2" precision="FP32" names="2460">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -55044,13 +49578,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3655" name="Constant_198750" type="Const" version="opset1">
+		<layer id="3218" name="Constant_209968" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3656" name="Constant_198743" type="Const" version="opset1">
+		<layer id="3219" name="Constant_209961" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -55058,7 +49592,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3657" name="Constant_198745" type="Const" version="opset1">
+		<layer id="3220" name="Constant_209963" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -55066,7 +49600,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3658" name="Constant_198747" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -55074,7 +49608,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3659" name="Concat_198748" type="Concat" version="opset1">
+		<layer id="3222" name="Concat_209966" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -55096,7 +49630,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3660" name="Broadcast_198751" type="Broadcast" version="opset3">
+		<layer id="3223" name="Broadcast_209969" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -55113,7 +49647,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3661" name="ReadValue_192069" type="ReadValue" version="opset6">
+		<layer id="3224" name="ReadValue_205927" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.16.keypresent.16.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55132,13 +49666,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3662" name="Constant_185784" type="Const" version="opset1">
+		<layer id="3225" name="Constant_202295" type="Const" version="opset1">
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 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3663" name="Gather_185785" type="Gather" version="opset8">
+		<layer id="3226" name="Gather_202296" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55161,94 +49695,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3664" name="self.model.layers.16.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="3126410080" size="26214400" />
+		<layer id="3227" name="self.model.layers.16.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2814929120" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3665" name="Convert_206948" type="Convert" version="opset1">
+		<layer id="3228" name="Convert_236689" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3666" name="self.model.layers.16.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="3152624480" size="5120" />
+		<layer id="3229" name="self.model.layers.16.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2828036320" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3667" name="Convert_206951" type="Convert" version="opset1">
+		<layer id="3230" name="Convert_236691" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3668" name="self.model.layers.16.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3231" name="self.model.layers.16.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3669" name="self.model.layers.16.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="3152629600" size="10240" />
+		<layer id="3232" name="self.model.layers.16.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2828138720" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3670" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3233" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3234" name="Constant_236696" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3235" name="Reshape_236697" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -55256,8 +49830,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3671" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3236" name="__module.model.layers.16.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -55271,7 +49848,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3672" name="__module.model.layers.16.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3237" name="__module.model.layers.16.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55285,14 +49862,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2802,key_states.37">
+				<port id="2" precision="FP32" names="2431,key_states.37">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3673" name="Constant_161079" type="Const" version="opset1">
+		<layer id="3238" name="Constant_191643" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -55300,7 +49877,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3674" name="__module.model.layers.16.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3239" name="__module.model.layers.16.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55313,7 +49890,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2809">
+				<port id="2" precision="FP32" names="2438">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -55321,7 +49898,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3675" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3240" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -55329,7 +49906,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3676" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3241" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55342,7 +49919,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2810,k.33">
+				<port id="2" precision="FP32" names="2439,k.33">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -55350,7 +49927,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3677" name="__module.model.layers.16.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3242" name="__module.model.layers.16.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55367,7 +49944,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2857">
+				<port id="2" precision="FP32" names="2461">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -55375,23 +49952,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3678" name="Constant_134259" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		<layer id="3679" name="Constant_134258" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3680" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="3243" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55407,13 +49968,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3681" name="__module.model.layers.16.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="3244" name="__module.model.layers.16.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3682" name="__module.model.layers.16.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3245" name="__module.model.layers.16.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -55423,10 +49984,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2858,2863" />
+				<port id="3" precision="I64" names="2462,2467" />
 			</output>
 		</layer>
-		<layer id="3683" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3246" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -55436,23 +49997,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3684" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3247" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2860,2861,2865,2866" />
+				<port id="1" precision="I64" names="2464,2465,2469,2470" />
 			</output>
 		</layer>
-		<layer id="3685" name="Constant_157897" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="3248" name="Constant_139181" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3686" name="__module.model.layers.16.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="3249" name="__module.model.layers.16.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -55466,53 +50027,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3687" name="Constant_134257" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3250" name="__module.model.layers.16.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		</layer>
-		<layer id="3688" name="ScatterUpdate_134260" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3689" name="Constant_134263" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="3251" name="__module.model.layers.16.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3690" name="Constant_134266" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3252" name="__module.model.layers.16.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3691" name="__module.model.layers.16.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3253" name="__module.model.layers.16.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55521,17 +50060,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2867,x2.67">
+				<port id="5" precision="FP32" names="2471,x2.67">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -55539,8 +50081,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3692" name="Constant_152144" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="3254" name="Constant_184161" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -55550,7 +50092,7 @@
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 			</output>
 		</layer>
-		<layer id="3693" name="__module.model.layers.16.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3255" name="__module.model.layers.16.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55567,7 +50109,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2868">
+				<port id="2" precision="FP32" names="2472">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -55575,24 +50117,31 @@
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 			</output>
 		</layer>
-		<layer id="3694" name="Constant_134311" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="3256" name="__module.model.layers.16.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3695" name="Constant_134316" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3257" name="__module.model.layers.16.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3258" name="__module.model.layers.16.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3696" name="__module.model.layers.16.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3259" name="__module.model.layers.16.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55601,17 +50150,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2466">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -55619,7 +50171,7 @@
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 			</output>
 		</layer>
-		<layer id="3697" name="__module.model.layers.16.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3260" name="__module.model.layers.16.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55636,7 +50188,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2870">
+				<port id="2" precision="FP32" names="2474">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -55644,7 +50196,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3698" name="__module.model.layers.16.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3261" name="__module.model.layers.16.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55661,7 +50213,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2871">
+				<port id="2" precision="FP32" names="2475">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -55669,7 +50221,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3699" name="__module.model.layers.16.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3262" name="__module.model.layers.16.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55686,7 +50238,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2872">
+				<port id="2" precision="FP32" names="2476">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -55694,7 +50246,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3700" name="__module.model.layers.16.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3263" name="__module.model.layers.16.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55719,13 +50271,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3701" name="Constant_198763" type="Const" version="opset1">
+		<layer id="3264" name="Constant_209955" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3702" name="Constant_198756" type="Const" version="opset1">
+		<layer id="3265" name="Constant_209948" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -55733,7 +50285,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3703" name="Constant_198758" type="Const" version="opset1">
+		<layer id="3266" name="Constant_209950" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -55741,7 +50293,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3704" name="Constant_198760" type="Const" version="opset1">
+		<layer id="3267" name="Constant_209952" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -55749,7 +50301,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3705" name="Concat_198761" type="Concat" version="opset1">
+		<layer id="3268" name="Concat_209953" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -55771,7 +50323,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3706" name="Broadcast_198764" type="Broadcast" version="opset3">
+		<layer id="3269" name="Broadcast_209956" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -55788,7 +50340,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3707" name="ReadValue_192071" type="ReadValue" version="opset6">
+		<layer id="3270" name="ReadValue_205929" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.16.valuepresent.16.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55807,13 +50359,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3708" name="Constant_185787" type="Const" version="opset1">
+		<layer id="3271" name="Constant_202298" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3709" name="Gather_185788" type="Gather" version="opset8">
+		<layer id="3272" name="Gather_202299" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55836,94 +50388,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3710" name="self.model.layers.16.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="3152639840" size="26214400" />
+		<layer id="3273" name="self.model.layers.16.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2828548320" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3711" name="Convert_206959" type="Convert" version="opset1">
+		<layer id="3274" name="Convert_236679" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3712" name="self.model.layers.16.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="3178854240" size="5120" />
+		<layer id="3275" name="self.model.layers.16.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2841655520" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3713" name="Convert_206962" type="Convert" version="opset1">
+		<layer id="3276" name="Convert_236681" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3714" name="self.model.layers.16.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3277" name="self.model.layers.16.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3715" name="self.model.layers.16.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="3178859360" size="10240" />
+		<layer id="3278" name="self.model.layers.16.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2841757920" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3716" name="self.model.layers.16.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3279" name="self.model.layers.16.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3280" name="Constant_236686" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3281" name="Reshape_236687" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -55931,8 +50523,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3717" name="self.model.layers.16.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3282" name="__module.model.layers.16.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -55946,7 +50541,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3718" name="__module.model.layers.16.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3283" name="__module.model.layers.16.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55960,14 +50555,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2804,value_states.33">
+				<port id="2" precision="FP32" names="2433,value_states.33">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3719" name="Constant_161080" type="Const" version="opset1">
+		<layer id="3284" name="Constant_191644" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -55975,7 +50570,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3720" name="__module.model.layers.16.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3285" name="__module.model.layers.16.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55988,7 +50583,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2812">
+				<port id="2" precision="FP32" names="2441">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -55996,7 +50591,7 @@
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 			</output>
 		</layer>
-		<layer id="3721" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3286" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -56004,7 +50599,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3722" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3287" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -56017,7 +50612,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2813">
+				<port id="2" precision="FP32" names="2442">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -56025,7 +50620,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3723" name="__module.model.layers.16.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3288" name="__module.model.layers.16.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56050,206 +50645,7 @@
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 			</output>
 		</layer>
-		<layer id="3724" name="Constant_134361" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3725" name="Constant_134362" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		<layer id="3726" name="Constant_134358" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3727" name="ShapeOf_159232" type="ShapeOf" version="opset3">
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-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
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@@ -56278,7 +50674,7 @@
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 					<dim>40</dim>
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@@ -56286,7 +50682,7 @@
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-		<layer id="3741" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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@@ -56294,7 +50690,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -56307,7 +50703,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -56315,7 +50711,7 @@
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 		</layer>
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56330,21 +50726,21 @@
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 		</layer>
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3745" name="Constant_126937" type="Const" version="opset1">
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-		<layer id="3746" name="Gather_126938" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -56361,7 +50757,7 @@
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 		</layer>
-		<layer id="3747" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="3296" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -56372,12 +50768,12 @@
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 			</input>
 			<output>
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 		</layer>
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+		<layer id="3297" name="__module.model.layers.16.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56391,15 +50787,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2490">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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+		<layer id="3298" name="self.model.layers.16.self_attn.o_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -56408,7 +50804,7 @@
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 			</output>
 		</layer>
-		<layer id="3750" name="Convert_206980" type="Convert" version="opset1">
+		<layer id="3299" name="Convert_236709" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56425,8 +50821,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="3191976800" size="102400" />
+		<layer id="3300" name="self.model.layers.16.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2855274720" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -56435,7 +50831,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3752" name="Convert_206982" type="Convert" version="opset1">
+		<layer id="3301" name="Convert_236711" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56452,7 +50848,7 @@
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 			</output>
 		</layer>
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+		<layer id="3302" name="self.model.layers.16.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56474,8 +50870,8 @@
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 			</output>
 		</layer>
-		<layer id="3754" name="self.model.layers.16.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="3192079200" size="409600" />
+		<layer id="3303" name="self.model.layers.16.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2855377120" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -56484,7 +50880,7 @@
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 			</output>
 		</layer>
-		<layer id="3755" name="self.model.layers.16.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3304" name="self.model.layers.16.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56506,7 +50902,7 @@
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 			</output>
 		</layer>
-		<layer id="3756" name="Constant_206987" type="Const" version="opset1">
+		<layer id="3305" name="Constant_236716" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -56514,7 +50910,7 @@
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 			</output>
 		</layer>
-		<layer id="3757" name="Reshape_206988" type="Reshape" version="opset1">
+		<layer id="3306" name="Reshape_236717" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56533,8 +50929,11 @@
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 			</output>
 		</layer>
-		<layer id="3758" name="self.model.layers.16.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3307" name="__module.model.layers.16.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -56548,13 +50947,13 @@
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 			</output>
 		</layer>
-		<layer id="3759" name="__module.model.layers.16.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3308" name="__module.model.layers.16.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -56562,14 +50961,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2888,2890,hidden_states.429">
+				<port id="2" precision="FP32" names="2492,2494,hidden_states.429">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="3760" name="__module.model.layers.16/aten::add/Add" type="Add" version="opset1">
+		<layer id="3309" name="__module.model.layers.16/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -56584,15 +50983,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2893,2895,2906,hidden_states.431,hidden_states.433">
+				<port id="2" precision="FP32" names="2497,2499,2510,hidden_states.431,hidden_states.433">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="3761" name="Constant_152148" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="3192488800" size="20480" />
+		<layer id="3310" name="Constant_184165" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -56601,7 +51000,7 @@
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 		</layer>
-		<layer id="3762" name="Constant_152147" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
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@@ -56611,7 +51010,7 @@
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-		<layer id="3763" name="Constant_152145" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -56621,7 +51020,7 @@
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 		</layer>
-		<layer id="3764" name="__module.model.layers.16.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="3313" name="__module.model.layers.16.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56636,22 +51035,22 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="3765" name="Constant_8656" type="Const" version="opset1">
+		<layer id="3314" name="Constant_7257" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="2501">
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-		<layer id="3766" name="__module.model.layers.16.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3315" name="__module.model.layers.16.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -56664,14 +51063,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="3767" name="Constant_152146" type="Const" version="opset1">
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 			<output>
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@@ -56681,7 +51080,7 @@
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+		<layer id="3317" name="__module.model.layers.16.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -56696,14 +51095,14 @@
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 		</layer>
-		<layer id="3769" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3318" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -56719,7 +51118,7 @@
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 			</output>
 		</layer>
-		<layer id="3770" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3319" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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@@ -56734,14 +51133,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2504">
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 		</layer>
-		<layer id="3771" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3320" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56756,14 +51155,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2505,2506,hidden_states.435,hidden_states.437">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="3772" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3321" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56778,15 +51177,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-			<data element_type="u4" shape="13824, 40, 128" offset="3192509280" size="35389440" />
+		<layer id="3322" name="self.model.layers.16.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="2855807200" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
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@@ -56795,7 +51194,7 @@
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 			</output>
 		</layer>
-		<layer id="3774" name="Convert_207002" type="Convert" version="opset1">
+		<layer id="3323" name="Convert_235329" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56812,8 +51211,8 @@
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-		<layer id="3775" name="self.model.layers.16.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="3227898720" size="276480" />
+		<layer id="3324" name="self.model.layers.16.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="2891196640" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -56822,7 +51221,7 @@
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 			</output>
 		</layer>
-		<layer id="3776" name="Convert_207004" type="Convert" version="opset1">
+		<layer id="3325" name="Convert_235331" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56839,7 +51238,7 @@
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 		</layer>
-		<layer id="3777" name="self.model.layers.16.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3326" name="self.model.layers.16.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56861,8 +51260,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="3228175200" size="1105920" />
+		<layer id="3327" name="self.model.layers.16.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="2891473120" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -56871,7 +51270,7 @@
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 			</output>
 		</layer>
-		<layer id="3779" name="self.model.layers.16.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3328" name="self.model.layers.16.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56893,15 +51292,15 @@
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 		</layer>
-		<layer id="3780" name="Constant_207009" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="3329" name="Constant_235336" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
 			<output>
 				<port id="0" precision="I32">
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 		</layer>
-		<layer id="3781" name="Reshape_207010" type="Reshape" version="opset1">
+		<layer id="3330" name="Reshape_235337" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56920,8 +51319,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3782" name="self.model.layers.16.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3331" name="__module.model.layers.16.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -56935,7 +51337,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3783" name="__module.model.layers.16.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3332" name="__module.model.layers.16.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56949,14 +51351,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 			</output>
 		</layer>
-		<layer id="3784" name="__module.model.layers.16.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="3333" name="__module.model.layers.16.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -56965,15 +51367,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 		</layer>
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-			<data element_type="u4" shape="13824, 40, 128" offset="3229281120" size="35389440" />
+		<layer id="3334" name="self.model.layers.16.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="2892579040" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -56982,7 +51384,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3786" name="Convert_206991" type="Convert" version="opset1">
+		<layer id="3335" name="Convert_235319" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56999,8 +51401,8 @@
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 			</output>
 		</layer>
-		<layer id="3787" name="self.model.layers.16.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="3264670560" size="276480" />
+		<layer id="3336" name="self.model.layers.16.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="2927968480" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -57009,7 +51411,7 @@
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 			</output>
 		</layer>
-		<layer id="3788" name="Convert_206993" type="Convert" version="opset1">
+		<layer id="3337" name="Convert_235321" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -57026,7 +51428,7 @@
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 			</output>
 		</layer>
-		<layer id="3789" name="self.model.layers.16.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3338" name="self.model.layers.16.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -57048,8 +51450,8 @@
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 			</output>
 		</layer>
-		<layer id="3790" name="self.model.layers.16.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="3264947040" size="1105920" />
+		<layer id="3339" name="self.model.layers.16.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="2928244960" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -57058,7 +51460,7 @@
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 			</output>
 		</layer>
-		<layer id="3791" name="self.model.layers.16.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3340" name="self.model.layers.16.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -57080,15 +51482,15 @@
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 			</output>
 		</layer>
-		<layer id="3792" name="Constant_206998" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="3341" name="Constant_235326" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="3793" name="Reshape_206999" type="Reshape" version="opset1">
+		<layer id="3342" name="Reshape_235327" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -57107,8 +51509,11 @@
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 			</output>
 		</layer>
-		<layer id="3794" name="self.model.layers.16.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3343" name="__module.model.layers.16.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -57122,7 +51527,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3795" name="__module.model.layers.16.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3344" name="__module.model.layers.16.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57136,14 +51541,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2518">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>13824</dim>
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 			</output>
 		</layer>
-		<layer id="3796" name="__module.model.layers.16.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3345" name="__module.model.layers.16.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57158,15 +51563,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2915">
+				<port id="2" precision="FP32" names="2519">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>13824</dim>
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-			<data element_type="u4" shape="5120, 108, 128" offset="3266052960" size="35389440" />
+		<layer id="3346" name="self.model.layers.16.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 128" offset="2929350880" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -57175,7 +51580,7 @@
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 			</output>
 		</layer>
-		<layer id="3798" name="Convert_207013" type="Convert" version="opset1">
+		<layer id="3347" name="Convert_235339" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -57192,8 +51597,8 @@
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 		</layer>
-		<layer id="3799" name="self.model.layers.16.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 108, 1" offset="3301442400" size="276480" />
+		<layer id="3348" name="self.model.layers.16.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 1" offset="2964740320" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -57202,7 +51607,7 @@
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 			</output>
 		</layer>
-		<layer id="3800" name="Convert_207015" type="Convert" version="opset1">
+		<layer id="3349" name="Convert_235341" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -57219,7 +51624,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -57241,8 +51646,8 @@
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-			<data element_type="f16" shape="5120, 108, 1" offset="3301718880" size="1105920" />
+		<layer id="3351" name="self.model.layers.16.mlp.down_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -57251,7 +51656,7 @@
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 		</layer>
-		<layer id="3803" name="self.model.layers.16.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3352" name="self.model.layers.16.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -57273,15 +51678,15 @@
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-		<layer id="3804" name="Constant_207020" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="341400920" size="8" />
+		<layer id="3353" name="Constant_235346" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="328790232" size="8" />
 			<output>
 				<port id="0" precision="I32">
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-		<layer id="3805" name="Reshape_207021" type="Reshape" version="opset1">
+		<layer id="3354" name="Reshape_235347" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -57300,8 +51705,11 @@
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 			</output>
 		</layer>
-		<layer id="3806" name="self.model.layers.16.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3355" name="__module.model.layers.16.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -57315,7 +51723,7 @@
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-		<layer id="3807" name="__module.model.layers.16.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3356" name="__module.model.layers.16.mlp.down_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -57448,7 +51856,7 @@
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@@ -57562,7 +51970,7 @@
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@@ -57579,8 +51987,8 @@
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@@ -57589,7 +51997,7 @@
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@@ -57606,7 +52014,7 @@
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@@ -57660,7 +52068,7 @@
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 			<data destination_type="f32" />
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@@ -57760,7 +52171,7 @@
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-			</output>
-		</layer>
-		<layer id="3844" name="__module.model.layers.17.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3385" name="__module.model.layers.17.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57933,7 +52209,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2989">
+				<port id="2" precision="FP32" names="2567">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -57941,23 +52217,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3845" name="Constant_134371" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3846" name="Constant_134370" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="3847" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="3386" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57973,13 +52233,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3848" name="__module.model.layers.17.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="3387" name="__module.model.layers.17.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3849" name="__module.model.layers.17.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="3388" name="__module.model.layers.17.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -57989,10 +52249,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2990,2995" />
+				<port id="3" precision="I64" names="2568,2573" />
 			</output>
 		</layer>
-		<layer id="3850" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3389" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -58002,23 +52262,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3851" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3390" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2992,2993,2997,2998" />
+				<port id="1" precision="I64" names="2570,2571,2575,2576" />
 			</output>
 		</layer>
-		<layer id="3852" name="Constant_157899" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="3391" name="Constant_139185" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3853" name="__module.model.layers.17.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="3392" name="__module.model.layers.17.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -58032,53 +52292,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3854" name="Constant_134369" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3393" name="__module.model.layers.17.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3855" name="ScatterUpdate_134372" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3856" name="Constant_134375" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="3394" name="__module.model.layers.17.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3857" name="Constant_134378" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3395" name="__module.model.layers.17.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3858" name="__module.model.layers.17.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3396" name="__module.model.layers.17.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58087,17 +52325,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2999,x2.69">
+				<port id="5" precision="FP32" names="2577,x2.69">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -58105,8 +52346,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3859" name="Constant_152153" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="3397" name="Constant_184170" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -58116,7 +52357,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3860" name="__module.model.layers.17.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3398" name="__module.model.layers.17.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58133,7 +52374,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3000">
+				<port id="2" precision="FP32" names="2578">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -58141,24 +52382,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3861" name="Constant_134423" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="3399" name="__module.model.layers.17.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3862" name="Constant_134428" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3400" name="__module.model.layers.17.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3401" name="__module.model.layers.17.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3863" name="__module.model.layers.17.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3402" name="__module.model.layers.17.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58167,17 +52415,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2994">
+				<port id="5" precision="FP32" names="2572">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -58185,7 +52436,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3864" name="__module.model.layers.17.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3403" name="__module.model.layers.17.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58202,7 +52453,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3002">
+				<port id="2" precision="FP32" names="2580">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -58210,41 +52461,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3865" name="__module.model.layers.17.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="2981,2983,2986,sin.103,sin.105">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3866" name="__module.model.layers.17.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="2988,sin.107">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3867" name="__module.model.layers.17.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3404" name="__module.model.layers.17.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58261,7 +52478,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3003">
+				<port id="2" precision="FP32" names="2581">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -58269,7 +52486,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3868" name="__module.model.layers.17.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3405" name="__module.model.layers.17.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58286,7 +52503,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3004">
+				<port id="2" precision="FP32" names="2582">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -58294,13 +52511,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3869" name="Constant_198776" type="Const" version="opset1">
+		<layer id="3406" name="Constant_209994" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3870" name="Constant_198769" type="Const" version="opset1">
+		<layer id="3407" name="Constant_209987" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -58308,7 +52525,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3871" name="Constant_198771" type="Const" version="opset1">
+		<layer id="3408" name="Constant_209989" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -58316,7 +52533,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3872" name="Constant_198773" type="Const" version="opset1">
+		<layer id="3409" name="Constant_209991" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -58324,7 +52541,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3873" name="Concat_198774" type="Concat" version="opset1">
+		<layer id="3410" name="Concat_209992" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58346,7 +52563,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3874" name="Broadcast_198777" type="Broadcast" version="opset3">
+		<layer id="3411" name="Broadcast_209995" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -58363,7 +52580,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3875" name="ReadValue_192073" type="ReadValue" version="opset6">
+		<layer id="3412" name="ReadValue_205931" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.17.keypresent.17.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58382,13 +52599,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3876" name="Constant_185790" type="Const" version="opset1">
+		<layer id="3413" name="Constant_202301" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3877" name="Gather_185791" type="Gather" version="opset8">
+		<layer id="3414" name="Gather_202302" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58411,94 +52628,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3878" name="self.model.layers.17.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="3316464480" size="26214400" />
+		<layer id="3415" name="self.model.layers.17.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="2979762400" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3879" name="Convert_207025" type="Convert" version="opset1">
+		<layer id="3416" name="Convert_236729" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3880" name="self.model.layers.17.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="3342678880" size="5120" />
+		<layer id="3417" name="self.model.layers.17.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="2992869600" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3881" name="Convert_207028" type="Convert" version="opset1">
+		<layer id="3418" name="Convert_236731" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3882" name="self.model.layers.17.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3419" name="self.model.layers.17.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3883" name="self.model.layers.17.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="3342684000" size="10240" />
+		<layer id="3420" name="self.model.layers.17.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="2992972000" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3884" name="self.model.layers.17.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3421" name="self.model.layers.17.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3422" name="Constant_236736" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3423" name="Reshape_236737" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -58506,8 +52763,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3885" name="self.model.layers.17.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3424" name="__module.model.layers.17.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -58521,7 +52781,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3886" name="__module.model.layers.17.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3425" name="__module.model.layers.17.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58535,14 +52795,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2950,key_states.39">
+				<port id="2" precision="FP32" names="2553,key_states.39">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3887" name="Constant_161082" type="Const" version="opset1">
+		<layer id="3426" name="Constant_191646" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -58550,7 +52810,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3888" name="__module.model.layers.17.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3427" name="__module.model.layers.17.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58563,7 +52823,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2957">
+				<port id="2" precision="FP32" names="2560">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -58571,7 +52831,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3889" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3428" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -58579,7 +52839,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3890" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3429" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58592,7 +52852,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2958,k.35">
+				<port id="2" precision="FP32" names="2561,k.35">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -58600,7 +52860,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3891" name="__module.model.layers.17.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3430" name="__module.model.layers.17.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58617,7 +52877,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3005">
+				<port id="2" precision="FP32" names="2583">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -58625,23 +52885,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3892" name="Constant_134471" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3893" name="Constant_134470" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3894" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="3431" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58657,13 +52901,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3895" name="__module.model.layers.17.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="3432" name="__module.model.layers.17.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3896" name="__module.model.layers.17.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3433" name="__module.model.layers.17.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58673,10 +52917,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3006,3011" />
+				<port id="3" precision="I64" names="2584,2589" />
 			</output>
 		</layer>
-		<layer id="3897" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3434" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -58686,23 +52930,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3898" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3435" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3008,3009,3013,3014" />
+				<port id="1" precision="I64" names="2586,2587,2591,2592" />
 			</output>
 		</layer>
-		<layer id="3899" name="Constant_157901" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="3436" name="Constant_139186" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3900" name="__module.model.layers.17.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="3437" name="__module.model.layers.17.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -58716,53 +52960,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3901" name="Constant_134469" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3438" name="__module.model.layers.17.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3902" name="ScatterUpdate_134472" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3903" name="Constant_134475" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="3439" name="__module.model.layers.17.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3904" name="Constant_134478" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3440" name="__module.model.layers.17.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3905" name="__module.model.layers.17.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3441" name="__module.model.layers.17.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58771,17 +52993,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3015,x2.71">
+				<port id="5" precision="FP32" names="2593,x2.71">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -58789,8 +53014,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3906" name="Constant_152154" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="3442" name="Constant_184171" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -58800,7 +53025,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3907" name="__module.model.layers.17.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3443" name="__module.model.layers.17.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58817,7 +53042,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3016">
+				<port id="2" precision="FP32" names="2594">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -58825,24 +53050,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3908" name="Constant_134523" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="3444" name="__module.model.layers.17.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3909" name="Constant_134528" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3445" name="__module.model.layers.17.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3446" name="__module.model.layers.17.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3910" name="__module.model.layers.17.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3447" name="__module.model.layers.17.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58851,17 +53083,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3010">
+				<port id="5" precision="FP32" names="2588">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -58869,7 +53104,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3911" name="__module.model.layers.17.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3448" name="__module.model.layers.17.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
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@@ -58911,7 +53146,7 @@
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@@ -58936,7 +53171,7 @@
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@@ -58969,13 +53204,13 @@
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@@ -58983,7 +53218,7 @@
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@@ -58991,7 +53226,7 @@
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@@ -58999,7 +53234,7 @@
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@@ -59021,7 +53256,7 @@
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@@ -59038,7 +53273,7 @@
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@@ -59057,13 +53292,13 @@
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 			</output>
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@@ -59086,94 +53321,134 @@
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 			<input>
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 			<data destination_type="f16" />
 			<input>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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 			<output>
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 					<dim>5120</dim>
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 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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+			<output>
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+					<dim>40</dim>
+					<dim>128</dim>
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+		<layer id="3468" name="Constant_236726" type="Const" version="opset1">
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+				<port id="0" precision="FP16">
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+					<dim>40</dim>
+					<dim>128</dim>
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@@ -59181,8 +53456,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -59196,7 +53474,7 @@
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@@ -59210,14 +53488,14 @@
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@@ -59225,7 +53503,7 @@
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@@ -59238,7 +53516,7 @@
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@@ -59246,7 +53524,7 @@
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@@ -59254,7 +53532,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -59267,7 +53545,7 @@
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 					<dim>40</dim>
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@@ -59275,7 +53553,7 @@
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@@ -59300,206 +53578,7 @@
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@@ -59528,7 +53607,7 @@
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@@ -59536,7 +53615,7 @@
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@@ -59544,7 +53623,7 @@
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 				<port id="0" precision="FP32">
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@@ -59557,7 +53636,7 @@
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 			<output>
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@@ -59565,7 +53644,7 @@
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@@ -59580,21 +53659,21 @@
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-		<layer id="3959" name="Constant_126947" type="Const" version="opset1">
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-		<layer id="3960" name="Gather_126948" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -59611,7 +53690,7 @@
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 		</layer>
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+		<layer id="3484" name="__module.model.layers.17.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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 			<input>
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@@ -59622,12 +53701,12 @@
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 			</input>
 			<output>
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59641,15 +53720,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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+			<data element_type="u4" shape="5120, 40, 128" offset="3007000800" size="13107200" />
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -59658,7 +53737,7 @@
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 			</output>
 		</layer>
-		<layer id="3964" name="Convert_207057" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59675,8 +53754,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="3382031200" size="102400" />
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+			<data element_type="u4" shape="5120, 40, 1" offset="3020108000" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -59685,7 +53764,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3966" name="Convert_207059" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59702,7 +53781,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59724,8 +53803,8 @@
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 		</layer>
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-			<data element_type="f16" shape="5120, 40, 1" offset="3382133600" size="409600" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="3020210400" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -59734,7 +53813,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59756,7 +53835,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3970" name="Constant_207064" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -59764,7 +53843,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3971" name="Reshape_207065" type="Reshape" version="opset1">
+		<layer id="3494" name="Reshape_236757" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59783,8 +53862,11 @@
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 			</output>
 		</layer>
-		<layer id="3972" name="self.model.layers.17.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3495" name="__module.model.layers.17.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -59798,13 +53880,13 @@
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 			</output>
 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -59812,14 +53894,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
@@ -59834,15 +53916,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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+		<layer id="3498" name="Constant_184175" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -59851,7 +53933,7 @@
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 		</layer>
-		<layer id="3976" name="Constant_152157" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
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@@ -59861,7 +53943,7 @@
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-		<layer id="3977" name="Constant_152155" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
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@@ -59871,7 +53953,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -59886,22 +53968,22 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="3979" name="Constant_9149" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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-		<layer id="3980" name="__module.model.layers.17.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
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@@ -59914,14 +53996,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="3981" name="Constant_152156" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -59931,7 +54013,7 @@
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 		</layer>
-		<layer id="3982" name="__module.model.layers.17.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3505" name="__module.model.layers.17.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -59946,14 +54028,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="3047">
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 					<dim>-1</dim>
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-		<layer id="3983" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -59969,7 +54051,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -59984,14 +54066,14 @@
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 			<output>
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 					<dim>-1</dim>
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+		<layer id="3508" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -60006,14 +54088,14 @@
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 			<output>
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-		<layer id="3986" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -60028,15 +54110,15 @@
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 					<dim>-1</dim>
 					<dim>5120</dim>
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+		<layer id="3510" name="self.model.layers.17.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -60045,7 +54127,7 @@
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@@ -60062,8 +54144,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="3417953120" size="276480" />
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+			<data element_type="u4" shape="13824, 40, 1" offset="3056029920" size="276480" />
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@@ -60072,7 +54154,7 @@
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@@ -60089,7 +54171,7 @@
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@@ -60111,8 +54193,8 @@
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@@ -60121,7 +54203,7 @@
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@@ -60143,15 +54225,15 @@
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-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="3517" name="Constant_235366" type="Const" version="opset1">
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@@ -60170,8 +54252,11 @@
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+		<layer id="3519" name="__module.model.layers.17.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
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@@ -60185,7 +54270,7 @@
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 		</layer>
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@@ -60215,15 +54300,15 @@
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 				<port id="0" precision="U4">
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@@ -60232,7 +54317,7 @@
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 			<input>
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@@ -60249,8 +54334,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="3454724960" size="276480" />
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 				<port id="0" precision="U4">
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@@ -60259,7 +54344,7 @@
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-		<layer id="4002" name="Convert_207070" type="Convert" version="opset1">
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 			<input>
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@@ -60276,7 +54361,7 @@
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@@ -60298,8 +54383,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="3455001440" size="1105920" />
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 				<port id="0" precision="FP16">
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@@ -60308,7 +54393,7 @@
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@@ -60330,15 +54415,15 @@
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 				<port id="0" precision="I32">
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-		<layer id="4007" name="Reshape_207076" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -60357,8 +54442,11 @@
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 		</layer>
-		<layer id="4008" name="self.model.layers.17.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3531" name="__module.model.layers.17.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -60372,7 +54460,7 @@
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 		</layer>
-		<layer id="4009" name="__module.model.layers.17.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -60386,14 +54474,14 @@
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 			<output>
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 					<dim>13824</dim>
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-		<layer id="4010" name="__module.model.layers.17.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3533" name="__module.model.layers.17.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
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@@ -60408,15 +54496,15 @@
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 					<dim>13824</dim>
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 				<port id="0" precision="U4">
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@@ -60425,7 +54513,7 @@
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-		<layer id="4012" name="Convert_207090" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -60442,8 +54530,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="3491496800" size="276480" />
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 				<port id="0" precision="U4">
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@@ -60452,7 +54540,7 @@
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-		<layer id="4014" name="Convert_207092" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -60469,7 +54557,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -60491,8 +54579,8 @@
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-			<data element_type="f16" shape="5120, 108, 1" offset="3491773280" size="1105920" />
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 				<port id="0" precision="FP16">
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@@ -60501,7 +54589,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -60523,15 +54611,15 @@
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-			<data element_type="i32" shape="2" offset="341400920" size="8" />
+		<layer id="3541" name="Constant_235376" type="Const" version="opset1">
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-		<layer id="4019" name="Reshape_207098" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -60550,8 +54638,11 @@
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-		<layer id="4020" name="self.model.layers.17.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3543" name="__module.model.layers.17.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 				<port id="0" precision="FP16">
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@@ -60565,7 +54656,7 @@
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@@ -60579,14 +54670,14 @@
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@@ -60618,7 +54709,7 @@
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@@ -60812,7 +54903,7 @@
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@@ -60829,8 +54920,8 @@
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@@ -60839,7 +54930,7 @@
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@@ -60856,7 +54947,7 @@
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@@ -60878,8 +54969,8 @@
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@@ -60888,7 +54979,7 @@
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@@ -60910,7 +55001,7 @@
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@@ -60937,8 +55028,11 @@
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 			<data destination_type="f32" />
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@@ -60952,7 +55046,7 @@
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 			<input>
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@@ -61183,7 +55142,7 @@
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-		<layer id="4066" name="Constant_157903" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="3579" name="Constant_139190" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4067" name="__module.model.layers.18.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="3580" name="__module.model.layers.18.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -61282,53 +55225,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4068" name="Constant_134581" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3581" name="__module.model.layers.18.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		<layer id="4069" name="ScatterUpdate_134584" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-			<output>
-				<port id="4" precision="I64">
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 			</output>
 		</layer>
-		<layer id="4070" name="Constant_134587" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="3582" name="__module.model.layers.18.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4071" name="Constant_134590" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3583" name="__module.model.layers.18.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4072" name="__module.model.layers.18.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3584" name="__module.model.layers.18.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -61337,17 +55258,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3147,x2.73">
+				<port id="5" precision="FP32" names="2699,x2.73">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -61355,8 +55279,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4073" name="Constant_152163" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="3585" name="Constant_184180" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -61366,7 +55290,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4074" name="__module.model.layers.18.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3586" name="__module.model.layers.18.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61383,7 +55307,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3148">
+				<port id="2" precision="FP32" names="2700">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -61391,24 +55315,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4075" name="Constant_134635" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="3587" name="__module.model.layers.18.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4076" name="Constant_134640" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3588" name="__module.model.layers.18.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4077" name="__module.model.layers.18.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3589" name="__module.model.layers.18.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3590" name="__module.model.layers.18.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -61417,17 +55348,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3142">
+				<port id="5" precision="FP32" names="2694">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -61435,7 +55369,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4078" name="__module.model.layers.18.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3591" name="__module.model.layers.18.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61452,7 +55386,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3150">
+				<port id="2" precision="FP32" names="2702">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -61460,41 +55394,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4079" name="__module.model.layers.18.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="3129,3131,3134,sin.109,sin.111">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4080" name="__module.model.layers.18.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3136,sin.113">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4081" name="__module.model.layers.18.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3592" name="__module.model.layers.18.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61511,7 +55411,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3151">
+				<port id="2" precision="FP32" names="2703">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -61519,7 +55419,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4082" name="__module.model.layers.18.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3593" name="__module.model.layers.18.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61536,7 +55436,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3152">
+				<port id="2" precision="FP32" names="2704">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -61544,13 +55444,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4083" name="Constant_198802" type="Const" version="opset1">
+		<layer id="3594" name="Constant_210020" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4084" name="Constant_198795" type="Const" version="opset1">
+		<layer id="3595" name="Constant_210013" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -61558,7 +55458,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4085" name="Constant_198797" type="Const" version="opset1">
+		<layer id="3596" name="Constant_210015" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -61566,7 +55466,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4086" name="Constant_198799" type="Const" version="opset1">
+		<layer id="3597" name="Constant_210017" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -61574,7 +55474,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4087" name="Concat_198800" type="Concat" version="opset1">
+		<layer id="3598" name="Concat_210018" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -61596,7 +55496,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4088" name="Broadcast_198803" type="Broadcast" version="opset3">
+		<layer id="3599" name="Broadcast_210021" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -61613,7 +55513,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4089" name="ReadValue_192077" type="ReadValue" version="opset6">
+		<layer id="3600" name="ReadValue_205935" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.18.keypresent.18.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61632,13 +55532,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4090" name="Constant_185796" type="Const" version="opset1">
+		<layer id="3601" name="Constant_202307" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4091" name="Gather_185797" type="Gather" version="opset8">
+		<layer id="3602" name="Gather_202308" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61661,94 +55561,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4092" name="self.model.layers.18.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="3506518880" size="26214400" />
+		<layer id="3603" name="self.model.layers.18.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3144595680" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4093" name="Convert_207102" type="Convert" version="opset1">
+		<layer id="3604" name="Convert_236769" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4094" name="self.model.layers.18.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="3532733280" size="5120" />
+		<layer id="3605" name="self.model.layers.18.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3157702880" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4095" name="Convert_207105" type="Convert" version="opset1">
+		<layer id="3606" name="Convert_236771" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4096" name="self.model.layers.18.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3607" name="self.model.layers.18.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="3532738400" size="10240" />
+		<layer id="3608" name="self.model.layers.18.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3157805280" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4098" name="self.model.layers.18.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3609" name="self.model.layers.18.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3610" name="Constant_236776" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3611" name="Reshape_236777" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -61756,8 +55696,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4099" name="self.model.layers.18.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3612" name="__module.model.layers.18.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -61771,7 +55714,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4100" name="__module.model.layers.18.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3613" name="__module.model.layers.18.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61785,14 +55728,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3098,key_states.41">
+				<port id="2" precision="FP32" names="2675,key_states.41">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4101" name="Constant_161085" type="Const" version="opset1">
+		<layer id="3614" name="Constant_191649" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -61800,7 +55743,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4102" name="__module.model.layers.18.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3615" name="__module.model.layers.18.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61813,7 +55756,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3105">
+				<port id="2" precision="FP32" names="2682">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -61821,7 +55764,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4103" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3616" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -61829,7 +55772,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4104" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3617" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -61842,7 +55785,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3106,k.37">
+				<port id="2" precision="FP32" names="2683,k.37">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -61850,7 +55793,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4105" name="__module.model.layers.18.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3618" name="__module.model.layers.18.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61867,7 +55810,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3153">
+				<port id="2" precision="FP32" names="2705">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -61875,23 +55818,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4106" name="Constant_134683" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4107" name="Constant_134682" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4108" name="__module.model.layers.18.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="3619" name="__module.model.layers.18.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61907,13 +55834,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4109" name="__module.model.layers.18.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="3620" name="__module.model.layers.18.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4110" name="__module.model.layers.18.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3621" name="__module.model.layers.18.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -61923,10 +55850,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3154,3159" />
+				<port id="3" precision="I64" names="2706,2711" />
 			</output>
 		</layer>
-		<layer id="4111" name="__module.model.layers.18.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3622" name="__module.model.layers.18.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -61936,23 +55863,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4112" name="__module.model.layers.18.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3623" name="__module.model.layers.18.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3156,3157,3161,3162" />
+				<port id="1" precision="I64" names="2708,2709,2713,2714" />
 			</output>
 		</layer>
-		<layer id="4113" name="Constant_157905" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="3624" name="Constant_139191" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4114" name="__module.model.layers.18.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="3625" name="__module.model.layers.18.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -61966,53 +55893,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4115" name="Constant_134681" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3626" name="__module.model.layers.18.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4116" name="ScatterUpdate_134684" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="4117" name="Constant_134687" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="3627" name="__module.model.layers.18.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4118" name="Constant_134690" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3628" name="__module.model.layers.18.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4119" name="__module.model.layers.18.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3629" name="__module.model.layers.18.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -62021,17 +55926,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3163,x2.75">
+				<port id="5" precision="FP32" names="2715,x2.75">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -62039,8 +55947,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4120" name="Constant_152164" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="3630" name="Constant_184181" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -62050,7 +55958,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4121" name="__module.model.layers.18.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3631" name="__module.model.layers.18.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62067,7 +55975,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3164">
+				<port id="2" precision="FP32" names="2716">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -62075,24 +55983,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4122" name="Constant_134735" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="3632" name="__module.model.layers.18.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4123" name="Constant_134740" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3633" name="__module.model.layers.18.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3634" name="__module.model.layers.18.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4124" name="__module.model.layers.18.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3635" name="__module.model.layers.18.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -62101,17 +56016,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3158">
+				<port id="5" precision="FP32" names="2710">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -62119,7 +56037,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4125" name="__module.model.layers.18.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3636" name="__module.model.layers.18.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62136,7 +56054,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3166">
+				<port id="2" precision="FP32" names="2718">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -62144,7 +56062,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4126" name="__module.model.layers.18.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3637" name="__module.model.layers.18.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62161,7 +56079,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3167">
+				<port id="2" precision="FP32" names="2719">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -62169,7 +56087,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4127" name="__module.model.layers.18.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3638" name="__module.model.layers.18.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62186,7 +56104,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3168">
+				<port id="2" precision="FP32" names="2720">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -62194,7 +56112,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4128" name="__module.model.layers.18.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3639" name="__module.model.layers.18.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62219,13 +56137,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4129" name="Constant_198815" type="Const" version="opset1">
+		<layer id="3640" name="Constant_210007" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4130" name="Constant_198808" type="Const" version="opset1">
+		<layer id="3641" name="Constant_210000" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -62233,7 +56151,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4131" name="Constant_198810" type="Const" version="opset1">
+		<layer id="3642" name="Constant_210002" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -62241,7 +56159,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4132" name="Constant_198812" type="Const" version="opset1">
+		<layer id="3643" name="Constant_210004" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -62249,7 +56167,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4133" name="Concat_198813" type="Concat" version="opset1">
+		<layer id="3644" name="Concat_210005" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -62271,7 +56189,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4134" name="Broadcast_198816" type="Broadcast" version="opset3">
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@@ -62288,7 +56206,7 @@
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 		</layer>
-		<layer id="4135" name="ReadValue_192079" type="ReadValue" version="opset6">
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@@ -62307,13 +56225,13 @@
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 		</layer>
-		<layer id="4136" name="Constant_185799" type="Const" version="opset1">
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-		<layer id="4137" name="Gather_185800" type="Gather" version="opset8">
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@@ -62336,94 +56254,134 @@
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 		</layer>
-		<layer id="4139" name="Convert_207113" type="Convert" version="opset1">
+		<layer id="3650" name="Convert_236759" type="Convert" version="opset1">
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 			<input>
-				<port id="0" precision="U8">
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+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="3558963040" size="5120" />
+		<layer id="3651" name="self.model.layers.18.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3171322080" size="102400" />
 			<output>
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 					<dim>5120</dim>
+					<dim>40</dim>
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 			</output>
 		</layer>
-		<layer id="4141" name="Convert_207116" type="Convert" version="opset1">
+		<layer id="3652" name="Convert_236761" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>40</dim>
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 				</port>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4142" name="self.model.layers.18.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3653" name="self.model.layers.18.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="3558968160" size="10240" />
+		<layer id="3654" name="self.model.layers.18.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3171424480" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4144" name="self.model.layers.18.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3655" name="self.model.layers.18.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3656" name="Constant_236766" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3657" name="Reshape_236767" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -62431,8 +56389,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4145" name="self.model.layers.18.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3658" name="__module.model.layers.18.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -62446,7 +56407,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4146" name="__module.model.layers.18.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3659" name="__module.model.layers.18.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -62460,14 +56421,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2677,value_states.37">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4147" name="Constant_161086" type="Const" version="opset1">
+		<layer id="3660" name="Constant_191650" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -62475,7 +56436,7 @@
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 			</output>
 		</layer>
-		<layer id="4148" name="__module.model.layers.18.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3661" name="__module.model.layers.18.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62488,7 +56449,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2685">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -62496,7 +56457,7 @@
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 			</output>
 		</layer>
-		<layer id="4149" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3662" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
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@@ -62504,7 +56465,7 @@
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 			</output>
 		</layer>
-		<layer id="4150" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3663" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -62517,7 +56478,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2686">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -62525,7 +56486,7 @@
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 			</output>
 		</layer>
-		<layer id="4151" name="__module.model.layers.18.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3664" name="__module.model.layers.18.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62550,206 +56511,7 @@
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 		</layer>
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-			<input>
-				<port id="0" precision="FP32">
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-				<port id="0" precision="I64" />
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-		<layer id="4158" name="Gather_159385" type="Gather" version="opset8">
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-		<layer id="4160" name="Constant_159387" type="Const" version="opset1">
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-		<layer id="4162" name="Gather_159389" type="Gather" version="opset8">
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-				<port id="1" precision="I64">
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+		<layer id="3665" name="__module.model.layers.18.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
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@@ -62778,7 +56540,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -62786,7 +56548,7 @@
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 		</layer>
-		<layer id="4169" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -62794,7 +56556,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -62807,7 +56569,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -62815,7 +56577,7 @@
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@@ -62830,21 +56592,21 @@
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-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="3669" name="Constant_176873" type="Const" version="opset1">
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-		<layer id="4173" name="Constant_126957" type="Const" version="opset1">
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-		<layer id="4174" name="Gather_126958" type="Gather" version="opset8">
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@@ -62861,7 +56623,7 @@
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+		<layer id="3672" name="__module.model.layers.18.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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@@ -62872,12 +56634,12 @@
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-		<layer id="4176" name="__module.model.layers.18.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="3673" name="__module.model.layers.18.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
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@@ -62891,15 +56653,15 @@
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+				<port id="2" precision="FP32" names="2734">
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-			<data element_type="u4" shape="5120, 40, 128" offset="3558978400" size="13107200" />
+		<layer id="3674" name="self.model.layers.18.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3171834080" size="13107200" />
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 				<port id="0" precision="U4">
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@@ -62908,7 +56670,7 @@
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 			</output>
 		</layer>
-		<layer id="4178" name="Convert_207134" type="Convert" version="opset1">
+		<layer id="3675" name="Convert_236789" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -62925,8 +56687,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="3572085600" size="102400" />
+		<layer id="3676" name="self.model.layers.18.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3184941280" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -62935,7 +56697,7 @@
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 			</output>
 		</layer>
-		<layer id="4180" name="Convert_207136" type="Convert" version="opset1">
+		<layer id="3677" name="Convert_236791" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -62952,7 +56714,7 @@
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 		</layer>
-		<layer id="4181" name="self.model.layers.18.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3678" name="self.model.layers.18.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -62974,8 +56736,8 @@
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-			<data element_type="f16" shape="5120, 40, 1" offset="3572188000" size="409600" />
+		<layer id="3679" name="self.model.layers.18.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3185043680" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -62984,7 +56746,7 @@
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 		</layer>
-		<layer id="4183" name="self.model.layers.18.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3680" name="self.model.layers.18.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63006,7 +56768,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4184" name="Constant_207141" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -63014,7 +56776,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4185" name="Reshape_207142" type="Reshape" version="opset1">
+		<layer id="3682" name="Reshape_236797" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63033,8 +56795,11 @@
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 			</output>
 		</layer>
-		<layer id="4186" name="self.model.layers.18.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3683" name="__module.model.layers.18.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -63048,13 +56813,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4187" name="__module.model.layers.18.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3684" name="__module.model.layers.18.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -63062,14 +56827,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="4188" name="__module.model.layers.18/aten::add/Add" type="Add" version="opset1">
+		<layer id="3685" name="__module.model.layers.18/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -63084,15 +56849,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3189,3191,3202,hidden_states.483,hidden_states.485">
+				<port id="2" precision="FP32" names="2741,2743,2754,hidden_states.483,hidden_states.485">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="4189" name="Constant_152168" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="3572597600" size="20480" />
+		<layer id="3686" name="Constant_184185" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -63101,7 +56866,7 @@
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 			</output>
 		</layer>
-		<layer id="4190" name="Constant_152167" type="Const" version="opset1">
+		<layer id="3687" name="Constant_184184" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -63111,7 +56876,7 @@
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 			</output>
 		</layer>
-		<layer id="4191" name="Constant_152165" type="Const" version="opset1">
+		<layer id="3688" name="Constant_184182" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -63121,7 +56886,7 @@
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 			</output>
 		</layer>
-		<layer id="4192" name="__module.model.layers.18.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="3689" name="__module.model.layers.18.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -63136,22 +56901,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="4193" name="Constant_9642" type="Const" version="opset1">
+		<layer id="3690" name="Constant_8061" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="2745">
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 		</layer>
-		<layer id="4194" name="__module.model.layers.18.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3691" name="__module.model.layers.18.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -63164,14 +56929,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4195" name="Constant_152166" type="Const" version="opset1">
+		<layer id="3692" name="Constant_184183" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -63181,7 +56946,7 @@
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 			</output>
 		</layer>
-		<layer id="4196" name="__module.model.layers.18.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3693" name="__module.model.layers.18.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -63196,14 +56961,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2747">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4197" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3694" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -63219,7 +56984,7 @@
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 			</output>
 		</layer>
-		<layer id="4198" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3695" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -63234,14 +56999,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3196">
+				<port id="2" precision="FP32" names="2748">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4199" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3696" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -63256,14 +57021,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3197,3198,hidden_states.487,hidden_states.489">
+				<port id="2" precision="FP32" names="2749,2750,hidden_states.487,hidden_states.489">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="4200" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3697" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -63278,15 +57043,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u4" shape="13824, 40, 128" offset="3572618080" size="35389440" />
+		<layer id="3698" name="self.model.layers.18.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -63295,7 +57060,7 @@
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 			</output>
 		</layer>
-		<layer id="4202" name="Convert_207156" type="Convert" version="opset1">
+		<layer id="3699" name="Convert_235389" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -63312,8 +57077,8 @@
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 			</output>
 		</layer>
-		<layer id="4203" name="self.model.layers.18.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="3608007520" size="276480" />
+		<layer id="3700" name="self.model.layers.18.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="3220863200" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -63322,7 +57087,7 @@
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 			</output>
 		</layer>
-		<layer id="4204" name="Convert_207158" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -63339,7 +57104,7 @@
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-		<layer id="4205" name="self.model.layers.18.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63361,8 +57126,8 @@
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-		<layer id="4206" name="self.model.layers.18.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="3608284000" size="1105920" />
+		<layer id="3703" name="self.model.layers.18.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="3221139680" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -63371,7 +57136,7 @@
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 		</layer>
-		<layer id="4207" name="self.model.layers.18.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63393,15 +57158,15 @@
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-		<layer id="4208" name="Constant_207163" type="Const" version="opset1">
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+		<layer id="3705" name="Constant_235396" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
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-		<layer id="4209" name="Reshape_207164" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63420,8 +57185,11 @@
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 			</output>
 		</layer>
-		<layer id="4210" name="self.model.layers.18.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3707" name="__module.model.layers.18.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
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@@ -63435,7 +57203,7 @@
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@@ -63482,7 +57250,7 @@
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@@ -63499,8 +57267,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="3644779360" size="276480" />
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@@ -63509,7 +57277,7 @@
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@@ -63526,7 +57294,7 @@
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@@ -63548,8 +57316,8 @@
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@@ -63558,7 +57326,7 @@
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@@ -63580,15 +57348,15 @@
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@@ -63607,8 +57375,11 @@
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 			<data destination_type="f32" />
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@@ -63622,7 +57393,7 @@
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@@ -63658,15 +57429,15 @@
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@@ -63675,7 +57446,7 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -63692,8 +57463,8 @@
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@@ -63702,7 +57473,7 @@
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 			<input>
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@@ -63719,7 +57490,7 @@
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@@ -63741,8 +57512,8 @@
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@@ -63751,7 +57522,7 @@
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@@ -63773,15 +57544,15 @@
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@@ -63800,8 +57571,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -63815,7 +57589,7 @@
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@@ -63878,7 +57652,7 @@
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@@ -63888,7 +57662,7 @@
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 			<data auto_broadcast="numpy" />
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 				</port>
 			</output>
 		</layer>
-		<layer id="4249" name="self.model.layers.19.self_attn.q_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="3682954080" size="13107200" />
+		<layer id="3746" name="self.model.layers.19.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3295809760" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -64062,7 +57836,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4250" name="Convert_207200" type="Convert" version="opset1">
+		<layer id="3747" name="Convert_236819" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -64079,8 +57853,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4251" name="self.model.layers.19.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="3696061280" size="102400" />
+		<layer id="3748" name="self.model.layers.19.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3308916960" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -64089,7 +57863,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4252" name="Convert_207202" type="Convert" version="opset1">
+		<layer id="3749" name="Convert_236821" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -64106,7 +57880,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4253" name="self.model.layers.19.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3750" name="self.model.layers.19.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -64128,8 +57902,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4254" name="self.model.layers.19.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="3696163680" size="409600" />
+		<layer id="3751" name="self.model.layers.19.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3309019360" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -64138,7 +57912,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4255" name="self.model.layers.19.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3752" name="self.model.layers.19.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -64160,7 +57934,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4256" name="Constant_207207" type="Const" version="opset1">
+		<layer id="3753" name="Constant_236826" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -64168,7 +57942,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4257" name="Reshape_207208" type="Reshape" version="opset1">
+		<layer id="3754" name="Reshape_236827" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -64187,8 +57961,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4258" name="self.model.layers.19.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3755" name="__module.model.layers.19.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -64202,7 +57979,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4259" name="__module.model.layers.19.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3756" name="__module.model.layers.19.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64216,14 +57993,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3244,query_states.39">
+				<port id="2" precision="FP32" names="2795,query_states.39">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4260" name="Constant_161087" type="Const" version="opset1">
+		<layer id="3757" name="Constant_191651" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -64231,7 +58008,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4261" name="__module.model.layers.19.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="3758" name="__module.model.layers.19.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64244,7 +58021,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3250">
+				<port id="2" precision="FP32" names="2801">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -64252,7 +58029,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4262" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="3759" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -64260,7 +58037,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4263" name="__module.model.layers.19.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="3760" name="__module.model.layers.19.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -64273,7 +58050,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3251,q.39">
+				<port id="2" precision="FP32" names="2802,q.39">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -64281,142 +58058,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4264" name="__module.model.layers.19.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 64, 1" offset="177596264" size="256" />
-			<output>
-				<port id="0" precision="FP32" names="3262">
-					<dim>1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4265" name="__module.model.layers.19.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>3</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3265,3270,inv_freq_expanded.77,inv_freq_expanded.79">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4266" name="__module.model.layers.19.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3272">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4267" name="__module.model.layers.19.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="177596528" size="12" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>3</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4268" name="__module.model.layers.19.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>3</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3273">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4269" name="__module.model.layers.19.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3275,emb.39">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4270" name="__module.model.layers.19.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="3276,3278,3281,cos.115,cos.117">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4271" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3283,cos.119">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4272" name="__module.model.layers.19.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3761" name="__module.model.layers.19.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64433,7 +58075,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3285">
+				<port id="2" precision="FP32" names="2811">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -64441,23 +58083,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4273" name="Constant_134795" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4274" name="Constant_134794" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="4275" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="3762" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64473,13 +58099,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4276" name="__module.model.layers.19.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="3763" name="__module.model.layers.19.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4277" name="__module.model.layers.19.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="3764" name="__module.model.layers.19.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -64489,10 +58115,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3286,3291" />
+				<port id="3" precision="I64" names="2812,2817" />
 			</output>
 		</layer>
-		<layer id="4278" name="__module.model.layers.19.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3765" name="__module.model.layers.19.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -64502,23 +58128,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4279" name="__module.model.layers.19.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3766" name="__module.model.layers.19.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3288,3289,3293,3294" />
+				<port id="1" precision="I64" names="2814,2815,2819,2820" />
 			</output>
 		</layer>
-		<layer id="4280" name="Constant_157907" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="3767" name="Constant_139195" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4281" name="__module.model.layers.19.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="3768" name="__module.model.layers.19.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -64532,53 +58158,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4282" name="Constant_134793" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3769" name="__module.model.layers.19.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
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-		</layer>
-		<layer id="4283" name="ScatterUpdate_134796" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
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-				</port>
 			</output>
 		</layer>
-		<layer id="4284" name="Constant_134799" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="3770" name="__module.model.layers.19.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4285" name="Constant_134802" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3771" name="__module.model.layers.19.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4286" name="__module.model.layers.19.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3772" name="__module.model.layers.19.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -64587,17 +58191,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2821,x2.77">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -64605,8 +58212,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4287" name="Constant_152173" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="3773" name="Constant_184190" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -64616,7 +58223,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4288" name="__module.model.layers.19.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3774" name="__module.model.layers.19.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64633,7 +58240,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3296">
+				<port id="2" precision="FP32" names="2822">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -64641,24 +58248,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4289" name="Constant_134847" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="3775" name="__module.model.layers.19.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4290" name="Constant_134852" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3776" name="__module.model.layers.19.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3777" name="__module.model.layers.19.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4291" name="__module.model.layers.19.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3778" name="__module.model.layers.19.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -64667,17 +58281,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3290">
+				<port id="5" precision="FP32" names="2816">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -64685,7 +58302,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4292" name="__module.model.layers.19.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3779" name="__module.model.layers.19.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64702,7 +58319,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3298">
+				<port id="2" precision="FP32" names="2824">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -64710,41 +58327,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4293" name="__module.model.layers.19.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="3277,3279,3282,sin.115,sin.117">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4294" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3284,sin.119">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4295" name="__module.model.layers.19.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3780" name="__module.model.layers.19.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64761,7 +58344,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3299">
+				<port id="2" precision="FP32" names="2825">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -64769,7 +58352,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4296" name="__module.model.layers.19.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3781" name="__module.model.layers.19.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64786,7 +58369,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3300">
+				<port id="2" precision="FP32" names="2826">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -64794,13 +58377,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4297" name="Constant_198828" type="Const" version="opset1">
+		<layer id="3782" name="Constant_210046" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4298" name="Constant_198821" type="Const" version="opset1">
+		<layer id="3783" name="Constant_210039" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -64808,7 +58391,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4299" name="Constant_198823" type="Const" version="opset1">
+		<layer id="3784" name="Constant_210041" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -64816,7 +58399,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4300" name="Constant_198825" type="Const" version="opset1">
+		<layer id="3785" name="Constant_210043" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -64824,7 +58407,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4301" name="Concat_198826" type="Concat" version="opset1">
+		<layer id="3786" name="Concat_210044" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -64846,7 +58429,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4302" name="Broadcast_198829" type="Broadcast" version="opset3">
+		<layer id="3787" name="Broadcast_210047" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -64863,7 +58446,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4303" name="ReadValue_192081" type="ReadValue" version="opset6">
+		<layer id="3788" name="ReadValue_205939" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.19.keypresent.19.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64882,13 +58465,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4304" name="Constant_185802" type="Const" version="opset1">
+		<layer id="3789" name="Constant_202313" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4305" name="Gather_185803" type="Gather" version="opset8">
+		<layer id="3790" name="Gather_202314" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64911,94 +58494,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4306" name="self.model.layers.19.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="3696573280" size="26214400" />
+		<layer id="3791" name="self.model.layers.19.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3309428960" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4307" name="Convert_207179" type="Convert" version="opset1">
+		<layer id="3792" name="Convert_236809" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4308" name="self.model.layers.19.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="3722787680" size="5120" />
+		<layer id="3793" name="self.model.layers.19.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3322536160" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4309" name="Convert_207182" type="Convert" version="opset1">
+		<layer id="3794" name="Convert_236811" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4310" name="self.model.layers.19.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3795" name="self.model.layers.19.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4311" name="self.model.layers.19.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="3722792800" size="10240" />
+		<layer id="3796" name="self.model.layers.19.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3322638560" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4312" name="self.model.layers.19.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3797" name="self.model.layers.19.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3798" name="Constant_236816" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3799" name="Reshape_236817" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -65006,8 +58629,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4313" name="self.model.layers.19.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3800" name="__module.model.layers.19.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -65021,7 +58647,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4314" name="__module.model.layers.19.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3801" name="__module.model.layers.19.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65035,14 +58661,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3246,key_states.43">
+				<port id="2" precision="FP32" names="2797,key_states.43">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4315" name="Constant_161088" type="Const" version="opset1">
+		<layer id="3802" name="Constant_191652" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -65050,7 +58676,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4316" name="__module.model.layers.19.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3803" name="__module.model.layers.19.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65063,7 +58689,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3253">
+				<port id="2" precision="FP32" names="2804">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -65071,7 +58697,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4317" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3804" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -65079,7 +58705,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4318" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3805" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65092,7 +58718,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3254,k.39">
+				<port id="2" precision="FP32" names="2805,k.39">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -65100,7 +58726,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4319" name="__module.model.layers.19.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3806" name="__module.model.layers.19.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65117,7 +58743,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3301">
+				<port id="2" precision="FP32" names="2827">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -65125,23 +58751,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4320" name="Constant_134895" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4321" name="Constant_134894" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4322" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="3807" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65157,13 +58767,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4323" name="__module.model.layers.19.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="3808" name="__module.model.layers.19.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4324" name="__module.model.layers.19.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3809" name="__module.model.layers.19.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65173,10 +58783,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3302,3307" />
+				<port id="3" precision="I64" names="2828,2833" />
 			</output>
 		</layer>
-		<layer id="4325" name="__module.model.layers.19.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3810" name="__module.model.layers.19.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -65186,23 +58796,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4326" name="__module.model.layers.19.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3811" name="__module.model.layers.19.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3304,3305,3309,3310" />
+				<port id="1" precision="I64" names="2830,2831,2835,2836" />
 			</output>
 		</layer>
-		<layer id="4327" name="Constant_157909" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="3812" name="Constant_139196" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4328" name="__module.model.layers.19.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="3813" name="__module.model.layers.19.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -65216,53 +58826,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4329" name="Constant_134893" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3814" name="__module.model.layers.19.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4330" name="ScatterUpdate_134896" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="4331" name="Constant_134899" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="3815" name="__module.model.layers.19.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4332" name="Constant_134902" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3816" name="__module.model.layers.19.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4333" name="__module.model.layers.19.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3817" name="__module.model.layers.19.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65271,17 +58859,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3311,x2.79">
+				<port id="5" precision="FP32" names="2837,x2.79">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -65289,8 +58880,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4334" name="Constant_152174" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="3818" name="Constant_184191" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -65300,7 +58891,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4335" name="__module.model.layers.19.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3819" name="__module.model.layers.19.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65317,7 +58908,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3312">
+				<port id="2" precision="FP32" names="2838">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -65325,24 +58916,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4336" name="Constant_134947" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="3820" name="__module.model.layers.19.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4337" name="Constant_134952" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3821" name="__module.model.layers.19.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3822" name="__module.model.layers.19.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4338" name="__module.model.layers.19.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3823" name="__module.model.layers.19.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65351,17 +58949,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3306">
+				<port id="5" precision="FP32" names="2832">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -65369,7 +58970,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4339" name="__module.model.layers.19.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3824" name="__module.model.layers.19.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65386,7 +58987,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3314">
+				<port id="2" precision="FP32" names="2840">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -65394,7 +58995,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4340" name="__module.model.layers.19.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3825" name="__module.model.layers.19.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65411,7 +59012,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3315">
+				<port id="2" precision="FP32" names="2841">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -65419,7 +59020,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4341" name="__module.model.layers.19.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3826" name="__module.model.layers.19.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65436,7 +59037,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3316">
+				<port id="2" precision="FP32" names="2842">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -65444,7 +59045,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4342" name="__module.model.layers.19.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3827" name="__module.model.layers.19.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65469,13 +59070,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4343" name="Constant_198841" type="Const" version="opset1">
+		<layer id="3828" name="Constant_210033" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4344" name="Constant_198834" type="Const" version="opset1">
+		<layer id="3829" name="Constant_210026" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -65483,7 +59084,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4345" name="Constant_198836" type="Const" version="opset1">
+		<layer id="3830" name="Constant_210028" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -65491,7 +59092,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4346" name="Constant_198838" type="Const" version="opset1">
+		<layer id="3831" name="Constant_210030" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -65499,7 +59100,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4347" name="Concat_198839" type="Concat" version="opset1">
+		<layer id="3832" name="Concat_210031" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65521,7 +59122,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4348" name="Broadcast_198842" type="Broadcast" version="opset3">
+		<layer id="3833" name="Broadcast_210034" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -65538,7 +59139,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4349" name="ReadValue_192083" type="ReadValue" version="opset6">
+		<layer id="3834" name="ReadValue_205941" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.19.valuepresent.19.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65557,13 +59158,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4350" name="Constant_185805" type="Const" version="opset1">
+		<layer id="3835" name="Constant_202316" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4351" name="Gather_185806" type="Gather" version="opset8">
+		<layer id="3836" name="Gather_202317" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65586,94 +59187,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4352" name="self.model.layers.19.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="3722803040" size="26214400" />
+		<layer id="3837" name="self.model.layers.19.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3323048160" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4353" name="Convert_207190" type="Convert" version="opset1">
+		<layer id="3838" name="Convert_236799" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4354" name="self.model.layers.19.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="3749017440" size="5120" />
+		<layer id="3839" name="self.model.layers.19.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3336155360" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4355" name="Convert_207193" type="Convert" version="opset1">
+		<layer id="3840" name="Convert_236801" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
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 		</layer>
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+		<layer id="3841" name="self.model.layers.19.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="4357" name="self.model.layers.19.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="3749022560" size="10240" />
+		<layer id="3842" name="self.model.layers.19.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3336257760" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4358" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3843" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3844" name="Constant_236806" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3845" name="Reshape_236807" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -65681,8 +59322,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4359" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3846" name="__module.model.layers.19.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -65696,7 +59340,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4360" name="__module.model.layers.19.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3847" name="__module.model.layers.19.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65710,14 +59354,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3248,value_states.39">
+				<port id="2" precision="FP32" names="2799,value_states.39">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4361" name="Constant_161089" type="Const" version="opset1">
+		<layer id="3848" name="Constant_191653" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -65725,7 +59369,7 @@
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 			</output>
 		</layer>
-		<layer id="4362" name="__module.model.layers.19.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3849" name="__module.model.layers.19.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65738,7 +59382,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3256">
+				<port id="2" precision="FP32" names="2807">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -65746,7 +59390,7 @@
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 			</output>
 		</layer>
-		<layer id="4363" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3850" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -65754,7 +59398,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4364" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3851" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65767,7 +59411,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3257">
+				<port id="2" precision="FP32" names="2808">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -65775,7 +59419,7 @@
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 			</output>
 		</layer>
-		<layer id="4365" name="__module.model.layers.19.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3852" name="__module.model.layers.19.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65800,206 +59444,7 @@
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 			</output>
 		</layer>
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-		<layer id="4367" name="Constant_134998" type="Const" version="opset1">
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-		<layer id="4368" name="Constant_134994" type="Const" version="opset1">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>40</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="4370" name="Constant_159458" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
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-		<layer id="4371" name="Constant_159459" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="4372" name="Gather_159460" type="Gather" version="opset8">
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-			<input>
-				<port id="0" precision="I64">
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-		<layer id="4373" name="ShapeOf_159461" type="ShapeOf" version="opset3">
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-		<layer id="4374" name="Constant_159462" type="Const" version="opset1">
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-		<layer id="4375" name="Constant_159463" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="4376" name="Gather_159464" type="Gather" version="opset8">
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-			<input>
-				<port id="0" precision="I64">
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-		<layer id="4377" name="Add_159465" type="Add" version="opset1">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I64">
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-		<layer id="4382" name="__module.model.layers.19.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3853" name="__module.model.layers.19.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66028,7 +59473,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3326,attn_output.77">
+				<port id="4" precision="FP32" names="2852,attn_output.77">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -66036,7 +59481,7 @@
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 			</output>
 		</layer>
-		<layer id="4383" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3854" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -66044,7 +59489,7 @@
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 			</output>
 		</layer>
-		<layer id="4384" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3855" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -66057,7 +59502,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3327">
+				<port id="2" precision="FP32" names="2853">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -66065,7 +59510,7 @@
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 			</output>
 		</layer>
-		<layer id="4385" name="__module.model.layers.19.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="3856" name="__module.model.layers.19.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66080,21 +59525,21 @@
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 			</output>
 		</layer>
-		<layer id="4386" name="Constant_126966" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="3857" name="Constant_176883" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204835008" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4387" name="Constant_126967" type="Const" version="opset1">
+		<layer id="3858" name="Constant_176884" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4388" name="Gather_126968" type="Gather" version="opset8">
+		<layer id="3859" name="Gather_176885" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -66111,7 +59556,7 @@
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 			</output>
 		</layer>
-		<layer id="4389" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="3860" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -66122,12 +59567,12 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="2855">
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 			</output>
 		</layer>
-		<layer id="4390" name="__module.model.layers.19.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="3861" name="__module.model.layers.19.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66141,15 +59586,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2856">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4391" name="self.model.layers.19.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="3749032800" size="13107200" />
+		<layer id="3862" name="self.model.layers.19.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3336667360" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -66158,7 +59603,7 @@
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 			</output>
 		</layer>
-		<layer id="4392" name="Convert_207211" type="Convert" version="opset1">
+		<layer id="3863" name="Convert_236829" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -66175,8 +59620,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="3762140000" size="102400" />
+		<layer id="3864" name="self.model.layers.19.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
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@@ -66185,7 +59630,7 @@
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 		</layer>
-		<layer id="4394" name="Convert_207213" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -66202,7 +59647,7 @@
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+		<layer id="3866" name="self.model.layers.19.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -66224,8 +59669,8 @@
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-		<layer id="4396" name="self.model.layers.19.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="3762242400" size="409600" />
+		<layer id="3867" name="self.model.layers.19.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3349876960" size="409600" />
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 				<port id="0" precision="FP16">
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@@ -66234,7 +59679,7 @@
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 		</layer>
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+		<layer id="3868" name="self.model.layers.19.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -66256,7 +59701,7 @@
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 		</layer>
-		<layer id="4398" name="Constant_207218" type="Const" version="opset1">
+		<layer id="3869" name="Constant_236836" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
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@@ -66264,7 +59709,7 @@
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 		</layer>
-		<layer id="4399" name="Reshape_207219" type="Reshape" version="opset1">
+		<layer id="3870" name="Reshape_236837" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -66283,8 +59728,11 @@
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 			</output>
 		</layer>
-		<layer id="4400" name="self.model.layers.19.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3871" name="__module.model.layers.19.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -66298,13 +59746,13 @@
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-		<layer id="4401" name="__module.model.layers.19.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
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 				<port id="1" precision="FP32">
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@@ -66312,14 +59760,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="4402" name="__module.model.layers.19/aten::add/Add" type="Add" version="opset1">
+		<layer id="3873" name="__module.model.layers.19/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66334,15 +59782,15 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2863,2865,2876,hidden_states.509,hidden_states.511">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="4403" name="Constant_152178" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="3762652000" size="20480" />
+		<layer id="3874" name="Constant_184195" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
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@@ -66351,7 +59799,7 @@
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 		</layer>
-		<layer id="4404" name="Constant_152177" type="Const" version="opset1">
+		<layer id="3875" name="Constant_184194" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
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@@ -66361,7 +59809,7 @@
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 		</layer>
-		<layer id="4405" name="Constant_152175" type="Const" version="opset1">
+		<layer id="3876" name="Constant_184192" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
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@@ -66371,7 +59819,7 @@
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 		</layer>
-		<layer id="4406" name="__module.model.layers.19.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="3877" name="__module.model.layers.19.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -66386,22 +59834,22 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="4407" name="Constant_10135" type="Const" version="opset1">
+		<layer id="3878" name="Constant_8463" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="2867">
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-		<layer id="4408" name="__module.model.layers.19.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3879" name="__module.model.layers.19.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66414,14 +59862,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4409" name="Constant_152176" type="Const" version="opset1">
+		<layer id="3880" name="Constant_184193" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -66431,7 +59879,7 @@
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 		</layer>
-		<layer id="4410" name="__module.model.layers.19.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3881" name="__module.model.layers.19.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -66446,14 +59894,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2869">
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-		<layer id="4411" name="__module.model.layers.19.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3882" name="__module.model.layers.19.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -66469,7 +59917,7 @@
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 		</layer>
-		<layer id="4412" name="__module.model.layers.19.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3883" name="__module.model.layers.19.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66484,14 +59932,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2870">
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 					<dim>1</dim>
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 		</layer>
-		<layer id="4413" name="__module.model.layers.19.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3884" name="__module.model.layers.19.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66506,14 +59954,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2871,2872,hidden_states.513,hidden_states.515">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="4414" name="__module.model.layers.19.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3885" name="__module.model.layers.19.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66528,15 +59976,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u4" shape="13824, 40, 128" offset="3762672480" size="35389440" />
+		<layer id="3886" name="self.model.layers.19.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="3350307040" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -66545,7 +59993,7 @@
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 		</layer>
-		<layer id="4416" name="Convert_207233" type="Convert" version="opset1">
+		<layer id="3887" name="Convert_235419" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -66562,8 +60010,8 @@
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 		</layer>
-		<layer id="4417" name="self.model.layers.19.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="3798061920" size="276480" />
+		<layer id="3888" name="self.model.layers.19.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="3385696480" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -66572,7 +60020,7 @@
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 			</output>
 		</layer>
-		<layer id="4418" name="Convert_207235" type="Convert" version="opset1">
+		<layer id="3889" name="Convert_235421" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -66589,7 +60037,7 @@
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 		</layer>
-		<layer id="4419" name="self.model.layers.19.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3890" name="self.model.layers.19.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -66611,8 +60059,8 @@
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-		<layer id="4420" name="self.model.layers.19.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="3798338400" size="1105920" />
+		<layer id="3891" name="self.model.layers.19.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="3385972960" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -66621,7 +60069,7 @@
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 			</output>
 		</layer>
-		<layer id="4421" name="self.model.layers.19.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3892" name="self.model.layers.19.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -66643,15 +60091,15 @@
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-		<layer id="4422" name="Constant_207240" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="3893" name="Constant_235426" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
 			<output>
 				<port id="0" precision="I32">
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-		<layer id="4423" name="Reshape_207241" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -66670,8 +60118,11 @@
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 			</output>
 		</layer>
-		<layer id="4424" name="self.model.layers.19.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3895" name="__module.model.layers.19.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -66685,7 +60136,7 @@
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 			</output>
 		</layer>
-		<layer id="4425" name="__module.model.layers.19.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3896" name="__module.model.layers.19.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66699,14 +60150,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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-		<layer id="4426" name="__module.model.layers.19.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -66715,15 +60166,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -66732,7 +60183,7 @@
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-		<layer id="4428" name="Convert_207222" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -66749,8 +60200,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="3834833760" size="276480" />
+		<layer id="3900" name="self.model.layers.19.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="3422468320" size="276480" />
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 				<port id="0" precision="U4">
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@@ -66759,7 +60210,7 @@
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-		<layer id="4430" name="Convert_207224" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -66776,7 +60227,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -66798,8 +60249,8 @@
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@@ -66808,7 +60259,7 @@
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@@ -66830,15 +60281,15 @@
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@@ -66857,8 +60308,11 @@
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+		<layer id="3907" name="__module.model.layers.19.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -66908,15 +60362,15 @@
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@@ -66925,7 +60379,7 @@
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 			<input>
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@@ -66942,8 +60396,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="3871605600" size="276480" />
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@@ -66952,7 +60406,7 @@
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 			<input>
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@@ -66969,7 +60423,7 @@
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@@ -66991,8 +60445,8 @@
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@@ -67001,7 +60455,7 @@
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@@ -67023,15 +60477,15 @@
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-		<layer id="4447" name="Reshape_207252" type="Reshape" version="opset1">
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 			<input>
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@@ -67050,8 +60504,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -67065,7 +60522,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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 			<input>
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@@ -67101,15 +60558,15 @@
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-			<data element_type="f32" shape="1, 1, 5120" offset="3872988000" size="20480" />
+		<layer id="3922" name="Constant_184199" type="Const" version="opset1">
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@@ -67118,7 +60575,7 @@
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-		<layer id="4452" name="Constant_152181" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
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@@ -67128,7 +60585,7 @@
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-		<layer id="4453" name="Constant_152179" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
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@@ -67138,7 +60595,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -67153,22 +60610,22 @@
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-		<layer id="4455" name="Constant_10206" type="Const" version="opset1">
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 			<input>
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@@ -67181,14 +60638,14 @@
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-		<layer id="4457" name="Constant_152180" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
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@@ -67198,7 +60655,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -67213,14 +60670,14 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -67236,7 +60693,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -67251,14 +60708,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -67273,14 +60730,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -67295,15 +60752,15 @@
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@@ -67312,7 +60769,7 @@
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 			<input>
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@@ -67329,8 +60786,8 @@
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@@ -67339,7 +60796,7 @@
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@@ -67356,7 +60813,7 @@
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@@ -67388,7 +60845,7 @@
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@@ -67410,7 +60867,7 @@
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-		<layer id="4471" name="Reshape_207285" type="Reshape" version="opset1">
+		<layer id="3942" name="Reshape_236867" type="Reshape" version="opset1">
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 				<port id="0" precision="FP16">
@@ -67437,8 +60894,11 @@
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 			</output>
 		</layer>
-		<layer id="4472" name="self.model.layers.20.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3943" name="__module.model.layers.20.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -67452,7 +60912,7 @@
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 			</output>
 		</layer>
-		<layer id="4473" name="__module.model.layers.20.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3944" name="__module.model.layers.20.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -67466,14 +60926,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2917,query_states.41">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="4474" name="Constant_161090" type="Const" version="opset1">
+		<layer id="3945" name="Constant_191654" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -67481,7 +60941,7 @@
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 			</output>
 		</layer>
-		<layer id="4475" name="__module.model.layers.20.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="3946" name="__module.model.layers.20.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67494,7 +60954,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3398">
+				<port id="2" precision="FP32" names="2923">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -67502,7 +60962,7 @@
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 			</output>
 		</layer>
-		<layer id="4476" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="3947" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -67510,7 +60970,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4477" name="__module.model.layers.20.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="3948" name="__module.model.layers.20.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -67523,7 +60983,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3399,q.41">
+				<port id="2" precision="FP32" names="2924,q.41">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -67531,142 +60991,7 @@
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 			</output>
 		</layer>
-		<layer id="4478" name="__module.model.layers.20.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 64, 1" offset="177596264" size="256" />
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-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
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-		<layer id="4479" name="__module.model.layers.20.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>1</dim>
-					<dim>64</dim>
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-				<port id="1" precision="I64">
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-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4480" name="__module.model.layers.20.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
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-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3420">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4481" name="__module.model.layers.20.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="177596528" size="12" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>3</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4482" name="__module.model.layers.20.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I32">
-					<dim>3</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3421">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4483" name="__module.model.layers.20.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
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-			<output>
-				<port id="2" precision="FP32" names="3423,emb.41">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4484" name="__module.model.layers.20.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32" names="3424,3426,3429,cos.121,cos.123">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4485" name="__module.model.layers.20.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="3431,cos.125">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="4486" name="__module.model.layers.20.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3949" name="__module.model.layers.20.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67683,7 +61008,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3433">
+				<port id="2" precision="FP32" names="2933">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -67691,23 +61016,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4487" name="Constant_135007" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="4488" name="Constant_135006" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="4489" name="__module.model.layers.20.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="3950" name="__module.model.layers.20.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67723,13 +61032,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4490" name="__module.model.layers.20.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="3951" name="__module.model.layers.20.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4491" name="__module.model.layers.20.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="3952" name="__module.model.layers.20.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -67739,10 +61048,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3434,3439" />
+				<port id="3" precision="I64" names="2934,2939" />
 			</output>
 		</layer>
-		<layer id="4492" name="__module.model.layers.20.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3953" name="__module.model.layers.20.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -67752,23 +61061,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4493" name="__module.model.layers.20.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3954" name="__module.model.layers.20.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3436,3437,3441,3442" />
+				<port id="1" precision="I64" names="2936,2937,2941,2942" />
 			</output>
 		</layer>
-		<layer id="4494" name="Constant_157911" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="3955" name="Constant_139200" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4495" name="__module.model.layers.20.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="3956" name="__module.model.layers.20.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -67782,53 +61091,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4496" name="Constant_135005" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3957" name="__module.model.layers.20.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		</layer>
-		<layer id="4497" name="ScatterUpdate_135008" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="4498" name="Constant_135011" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="3958" name="__module.model.layers.20.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4499" name="Constant_135014" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3959" name="__module.model.layers.20.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4500" name="__module.model.layers.20.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3960" name="__module.model.layers.20.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -67837,17 +61124,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3443,x2.81">
+				<port id="5" precision="FP32" names="2943,x2.81">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -67855,8 +61145,8 @@
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 			</output>
 		</layer>
-		<layer id="4501" name="Constant_152183" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="3961" name="Constant_184200" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -67866,7 +61156,7 @@
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 			</output>
 		</layer>
-		<layer id="4502" name="__module.model.layers.20.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3962" name="__module.model.layers.20.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67883,7 +61173,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3444">
+				<port id="2" precision="FP32" names="2944">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -67891,24 +61181,31 @@
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 			</output>
 		</layer>
-		<layer id="4503" name="Constant_135059" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="3963" name="__module.model.layers.20.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4504" name="Constant_135064" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="3964" name="__module.model.layers.20.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3965" name="__module.model.layers.20.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4505" name="__module.model.layers.20.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3966" name="__module.model.layers.20.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -67917,17 +61214,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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+				<port id="5" precision="FP32" names="2938">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -67935,7 +61235,7 @@
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 			</output>
 		</layer>
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+		<layer id="3967" name="__module.model.layers.20.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67952,7 +61252,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2946">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -67960,41 +61260,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="4509" name="__module.model.layers.20.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3968" name="__module.model.layers.20.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68011,7 +61277,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3447">
+				<port id="2" precision="FP32" names="2947">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -68019,7 +61285,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4510" name="__module.model.layers.20.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3969" name="__module.model.layers.20.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68036,7 +61302,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3448">
+				<port id="2" precision="FP32" names="2948">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -68044,13 +61310,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4511" name="Constant_198854" type="Const" version="opset1">
+		<layer id="3970" name="Constant_210072" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4512" name="Constant_198847" type="Const" version="opset1">
+		<layer id="3971" name="Constant_210065" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68058,7 +61324,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4513" name="Constant_198849" type="Const" version="opset1">
+		<layer id="3972" name="Constant_210067" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68066,7 +61332,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4514" name="Constant_198851" type="Const" version="opset1">
+		<layer id="3973" name="Constant_210069" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68074,7 +61340,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4515" name="Concat_198852" type="Concat" version="opset1">
+		<layer id="3974" name="Concat_210070" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -68096,7 +61362,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4516" name="Broadcast_198855" type="Broadcast" version="opset3">
+		<layer id="3975" name="Broadcast_210073" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -68113,7 +61379,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4517" name="ReadValue_192089" type="ReadValue" version="opset6">
+		<layer id="3976" name="ReadValue_205947" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.20.keypresent.20.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68132,13 +61398,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4518" name="Constant_185808" type="Const" version="opset1">
+		<layer id="3977" name="Constant_202319" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4519" name="Gather_185809" type="Gather" version="opset8">
+		<layer id="3978" name="Gather_202320" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68161,94 +61427,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4520" name="self.model.layers.20.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="3886627680" size="26214400" />
+		<layer id="3979" name="self.model.layers.20.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3474262240" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4521" name="Convert_207256" type="Convert" version="opset1">
+		<layer id="3980" name="Convert_236849" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4522" name="self.model.layers.20.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="3912842080" size="5120" />
+		<layer id="3981" name="self.model.layers.20.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3487369440" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4523" name="Convert_207259" type="Convert" version="opset1">
+		<layer id="3982" name="Convert_236851" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4524" name="self.model.layers.20.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3983" name="self.model.layers.20.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4525" name="self.model.layers.20.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="3912847200" size="10240" />
+		<layer id="3984" name="self.model.layers.20.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3487471840" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4526" name="self.model.layers.20.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3985" name="self.model.layers.20.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3986" name="Constant_236856" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3987" name="Reshape_236857" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -68256,8 +61562,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4527" name="self.model.layers.20.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3988" name="__module.model.layers.20.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -68271,7 +61580,7 @@
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 			</output>
 		</layer>
-		<layer id="4528" name="__module.model.layers.20.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3989" name="__module.model.layers.20.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68285,14 +61594,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3394,key_states.45">
+				<port id="2" precision="FP32" names="2919,key_states.45">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="4529" name="Constant_161091" type="Const" version="opset1">
+		<layer id="3990" name="Constant_191655" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -68300,7 +61609,7 @@
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 		</layer>
-		<layer id="4530" name="__module.model.layers.20.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3991" name="__module.model.layers.20.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68313,7 +61622,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3401">
+				<port id="2" precision="FP32" names="2926">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -68321,7 +61630,7 @@
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 			</output>
 		</layer>
-		<layer id="4531" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3992" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -68329,7 +61638,7 @@
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 			</output>
 		</layer>
-		<layer id="4532" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3993" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68342,7 +61651,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3402,k.41">
+				<port id="2" precision="FP32" names="2927,k.41">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -68350,7 +61659,7 @@
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 			</output>
 		</layer>
-		<layer id="4533" name="__module.model.layers.20.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3994" name="__module.model.layers.20.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68367,7 +61676,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2949">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -68375,23 +61684,7 @@
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-		<layer id="4534" name="Constant_135107" type="Const" version="opset1">
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-		<layer id="4535" name="Constant_135106" type="Const" version="opset1">
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-		<layer id="4536" name="__module.model.layers.20.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="3995" name="__module.model.layers.20.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68407,13 +61700,13 @@
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 			</output>
 		</layer>
-		<layer id="4537" name="__module.model.layers.20.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="3996" name="__module.model.layers.20.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="4538" name="__module.model.layers.20.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3997" name="__module.model.layers.20.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -68423,10 +61716,10 @@
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 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2950,2955" />
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 		</layer>
-		<layer id="4539" name="__module.model.layers.20.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3998" name="__module.model.layers.20.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -68436,23 +61729,23 @@
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 		</layer>
-		<layer id="4540" name="__module.model.layers.20.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3999" name="__module.model.layers.20.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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 		</layer>
-		<layer id="4541" name="Constant_157913" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="4000" name="Constant_139201" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4542" name="__module.model.layers.20.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="4001" name="__module.model.layers.20.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -68466,53 +61759,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4543" name="Constant_135105" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4002" name="__module.model.layers.20.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4544" name="ScatterUpdate_135108" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="4545" name="Constant_135111" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="4003" name="__module.model.layers.20.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4546" name="Constant_135114" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4004" name="__module.model.layers.20.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4547" name="__module.model.layers.20.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4005" name="__module.model.layers.20.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68521,17 +61792,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3459,x2.83">
+				<port id="5" precision="FP32" names="2959,x2.83">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -68539,8 +61813,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4548" name="Constant_152184" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="4006" name="Constant_184201" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -68550,7 +61824,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4549" name="__module.model.layers.20.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4007" name="__module.model.layers.20.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68567,7 +61841,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3460">
+				<port id="2" precision="FP32" names="2960">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -68575,24 +61849,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4550" name="Constant_135159" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="4008" name="__module.model.layers.20.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4551" name="Constant_135164" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4009" name="__module.model.layers.20.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4010" name="__module.model.layers.20.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4552" name="__module.model.layers.20.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4011" name="__module.model.layers.20.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68601,17 +61882,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3454">
+				<port id="5" precision="FP32" names="2954">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -68619,7 +61903,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4553" name="__module.model.layers.20.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="4012" name="__module.model.layers.20.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68636,7 +61920,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3462">
+				<port id="2" precision="FP32" names="2962">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -68644,7 +61928,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4554" name="__module.model.layers.20.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4013" name="__module.model.layers.20.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68661,7 +61945,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3463">
+				<port id="2" precision="FP32" names="2963">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -68669,7 +61953,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4555" name="__module.model.layers.20.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="4014" name="__module.model.layers.20.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68686,7 +61970,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3464">
+				<port id="2" precision="FP32" names="2964">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -68694,7 +61978,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4556" name="__module.model.layers.20.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4015" name="__module.model.layers.20.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68719,13 +62003,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4557" name="Constant_198867" type="Const" version="opset1">
+		<layer id="4016" name="Constant_210059" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4558" name="Constant_198860" type="Const" version="opset1">
+		<layer id="4017" name="Constant_210052" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68733,7 +62017,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4559" name="Constant_198862" type="Const" version="opset1">
+		<layer id="4018" name="Constant_210054" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68741,7 +62025,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4560" name="Constant_198864" type="Const" version="opset1">
+		<layer id="4019" name="Constant_210056" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68749,7 +62033,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4561" name="Concat_198865" type="Concat" version="opset1">
+		<layer id="4020" name="Concat_210057" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -68771,7 +62055,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4562" name="Broadcast_198868" type="Broadcast" version="opset3">
+		<layer id="4021" name="Broadcast_210060" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -68788,7 +62072,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4563" name="ReadValue_192091" type="ReadValue" version="opset6">
+		<layer id="4022" name="ReadValue_205949" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.20.valuepresent.20.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68807,13 +62091,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4564" name="Constant_185811" type="Const" version="opset1">
+		<layer id="4023" name="Constant_202322" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4565" name="Gather_185812" type="Gather" version="opset8">
+		<layer id="4024" name="Gather_202323" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68836,94 +62120,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4566" name="self.model.layers.20.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="3912857440" size="26214400" />
+		<layer id="4025" name="self.model.layers.20.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3487881440" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4567" name="Convert_207267" type="Convert" version="opset1">
+		<layer id="4026" name="Convert_236839" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4568" name="self.model.layers.20.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="3939071840" size="5120" />
+		<layer id="4027" name="self.model.layers.20.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3500988640" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4569" name="Convert_207270" type="Convert" version="opset1">
+		<layer id="4028" name="Convert_236841" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4570" name="self.model.layers.20.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4029" name="self.model.layers.20.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4571" name="self.model.layers.20.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="3939076960" size="10240" />
+		<layer id="4030" name="self.model.layers.20.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3501091040" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4572" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4031" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4032" name="Constant_236846" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4033" name="Reshape_236847" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -68931,8 +62255,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4573" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4034" name="__module.model.layers.20.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -68946,7 +62273,7 @@
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@@ -68960,14 +62287,14 @@
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="4575" name="Constant_161092" type="Const" version="opset1">
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@@ -68975,7 +62302,7 @@
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 		</layer>
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@@ -68988,7 +62315,7 @@
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@@ -68996,7 +62323,7 @@
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@@ -69004,7 +62331,7 @@
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 		</layer>
-		<layer id="4578" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -69017,7 +62344,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2930">
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 					<dim>40</dim>
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@@ -69025,7 +62352,7 @@
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 		</layer>
-		<layer id="4579" name="__module.model.layers.20.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4040" name="__module.model.layers.20.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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 			<input>
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@@ -69050,206 +62377,7 @@
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-		<layer id="4585" name="Constant_159534" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="4586" name="Gather_159535" type="Gather" version="opset8">
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-		<layer id="4588" name="Constant_159537" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
-			<output>
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-		<layer id="4589" name="Constant_159538" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="4590" name="Gather_159539" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-		<layer id="4591" name="Add_159540" type="Add" version="opset1">
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-		<layer id="4592" name="Constant_135205" type="Const" version="opset1">
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-			<output>
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-				<port id="0" precision="I64">
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-		<layer id="4596" name="__module.model.layers.20.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="4041" name="__module.model.layers.20.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69278,7 +62406,7 @@
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 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="2974,attn_output.81">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -69286,7 +62414,7 @@
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 		</layer>
-		<layer id="4597" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="4042" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -69294,7 +62422,7 @@
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 		</layer>
-		<layer id="4598" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="4043" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -69307,7 +62435,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2975">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -69315,7 +62443,7 @@
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 		</layer>
-		<layer id="4599" name="__module.model.layers.20.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="4044" name="__module.model.layers.20.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69330,21 +62458,21 @@
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 			</output>
 		</layer>
-		<layer id="4600" name="Constant_126976" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="4045" name="Constant_176893" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="4601" name="Constant_126977" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4602" name="Gather_126978" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -69361,7 +62489,7 @@
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 			</output>
 		</layer>
-		<layer id="4603" name="__module.model.layers.20.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="4048" name="__module.model.layers.20.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -69372,12 +62500,12 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="2977">
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 		</layer>
-		<layer id="4604" name="__module.model.layers.20.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69391,15 +62519,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2978">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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+		<layer id="4050" name="self.model.layers.20.self_attn.o_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -69408,7 +62536,7 @@
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 			</output>
 		</layer>
-		<layer id="4606" name="Convert_207288" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -69425,8 +62553,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="3952194400" size="102400" />
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 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -69435,7 +62563,7 @@
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 			</output>
 		</layer>
-		<layer id="4608" name="Convert_207290" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -69452,7 +62580,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69474,8 +62602,8 @@
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-			<data element_type="f16" shape="5120, 40, 1" offset="3952296800" size="409600" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -69484,7 +62612,7 @@
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 			</output>
 		</layer>
-		<layer id="4611" name="self.model.layers.20.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69506,7 +62634,7 @@
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 			</output>
 		</layer>
-		<layer id="4612" name="Constant_207295" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -69514,7 +62642,7 @@
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 			</output>
 		</layer>
-		<layer id="4613" name="Reshape_207296" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69533,8 +62661,11 @@
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 			</output>
 		</layer>
-		<layer id="4614" name="self.model.layers.20.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4059" name="__module.model.layers.20.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -69548,13 +62679,13 @@
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 		</layer>
-		<layer id="4615" name="__module.model.layers.20.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
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-			<data element_type="f32" shape="1, 1, 5120" offset="3952706400" size="20480" />
+		<layer id="4062" name="Constant_184205" type="Const" version="opset1">
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@@ -69601,7 +62732,7 @@
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@@ -69611,7 +62742,7 @@
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@@ -69621,7 +62752,7 @@
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@@ -69636,22 +62767,22 @@
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 			<data keep_dims="true" />
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@@ -69664,14 +62795,14 @@
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
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@@ -69681,7 +62812,7 @@
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@@ -69696,14 +62827,14 @@
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@@ -69719,7 +62850,7 @@
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@@ -69734,14 +62865,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -69756,14 +62887,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -69778,15 +62909,15 @@
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@@ -69795,7 +62926,7 @@
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-		<layer id="4630" name="Convert_207310" type="Convert" version="opset1">
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 			<input>
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@@ -69812,8 +62943,8 @@
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@@ -69822,7 +62953,7 @@
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-		<layer id="4632" name="Convert_207312" type="Convert" version="opset1">
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@@ -69839,7 +62970,7 @@
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@@ -69861,8 +62992,8 @@
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@@ -69871,7 +63002,7 @@
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@@ -69893,15 +63024,15 @@
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@@ -69920,8 +63051,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -69935,7 +63069,7 @@
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 				<port id="0" precision="FP32">
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 					<dim>13824</dim>
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 				<port id="0" precision="U4">
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@@ -69982,7 +63116,7 @@
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-		<layer id="4642" name="Convert_207299" type="Convert" version="opset1">
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 			<input>
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@@ -69999,8 +63133,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="4024888160" size="276480" />
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 				<port id="0" precision="U4">
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@@ -70009,7 +63143,7 @@
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-		<layer id="4644" name="Convert_207301" type="Convert" version="opset1">
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 			<input>
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@@ -70026,7 +63160,7 @@
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@@ -70048,8 +63182,8 @@
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@@ -70058,7 +63192,7 @@
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@@ -70080,15 +63214,15 @@
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 			<input>
 				<port id="0" precision="FP16">
@@ -70107,8 +63241,11 @@
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+		<layer id="4095" name="__module.model.layers.20.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 			<data destination_type="f32" />
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@@ -70781,142 +63924,7 @@
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 			</output>
 		</layer>
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-		<layer id="4694" name="__module.model.layers.21.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
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-				<port id="0" precision="FP32">
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-				<port id="0" precision="I32">
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-		<layer id="4696" name="__module.model.layers.21.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>64</dim>
-					<dim>-1</dim>
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="4700" name="__module.model.layers.21.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4137" name="__module.model.layers.21.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -70933,7 +63941,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3581">
+				<port id="2" precision="FP32" names="3055">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -70941,23 +63949,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4701" name="Constant_135219" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="4702" name="Constant_135218" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="4703" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="4138" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -70973,13 +63965,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4704" name="__module.model.layers.21.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="4139" name="__module.model.layers.21.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4705" name="__module.model.layers.21.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="4140" name="__module.model.layers.21.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -70989,10 +63981,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3582,3587" />
+				<port id="3" precision="I64" names="3056,3061" />
 			</output>
 		</layer>
-		<layer id="4706" name="__module.model.layers.21.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="4141" name="__module.model.layers.21.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -71002,23 +63994,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4707" name="__module.model.layers.21.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="4142" name="__module.model.layers.21.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3584,3585,3589,3590" />
+				<port id="1" precision="I64" names="3058,3059,3063,3064" />
 			</output>
 		</layer>
-		<layer id="4708" name="Constant_157915" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="4143" name="Constant_139205" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4709" name="__module.model.layers.21.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="4144" name="__module.model.layers.21.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -71032,53 +64024,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4710" name="Constant_135217" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4145" name="__module.model.layers.21.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="4711" name="ScatterUpdate_135220" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
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-			<output>
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 			</output>
 		</layer>
-		<layer id="4712" name="Constant_135223" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="4146" name="__module.model.layers.21.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4713" name="Constant_135226" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4147" name="__module.model.layers.21.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4714" name="__module.model.layers.21.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4148" name="__module.model.layers.21.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71087,17 +64057,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3591,x2.85">
+				<port id="5" precision="FP32" names="3065,x2.85">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71105,8 +64078,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4715" name="Constant_152193" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="4149" name="Constant_184210" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -71116,7 +64089,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4716" name="__module.model.layers.21.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4150" name="__module.model.layers.21.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71133,7 +64106,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3592">
+				<port id="2" precision="FP32" names="3066">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71141,24 +64114,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4717" name="Constant_135271" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="4151" name="__module.model.layers.21.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4718" name="Constant_135276" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4152" name="__module.model.layers.21.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4719" name="__module.model.layers.21.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4153" name="__module.model.layers.21.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4154" name="__module.model.layers.21.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71167,17 +64147,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3586">
+				<port id="5" precision="FP32" names="3060">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71185,7 +64168,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4720" name="__module.model.layers.21.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4155" name="__module.model.layers.21.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71202,7 +64185,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3594">
+				<port id="2" precision="FP32" names="3068">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71210,41 +64193,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4721" name="__module.model.layers.21.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="3573,3575,3578,sin.127,sin.129">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4722" name="__module.model.layers.21.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3580,sin.131">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4723" name="__module.model.layers.21.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4156" name="__module.model.layers.21.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71261,7 +64210,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3595">
+				<port id="2" precision="FP32" names="3069">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71269,7 +64218,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4724" name="__module.model.layers.21.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="4157" name="__module.model.layers.21.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71286,7 +64235,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3596">
+				<port id="2" precision="FP32" names="3070">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71294,13 +64243,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4725" name="Constant_198880" type="Const" version="opset1">
+		<layer id="4158" name="Constant_210098" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4726" name="Constant_198873" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -71308,7 +64257,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4727" name="Constant_198875" type="Const" version="opset1">
+		<layer id="4160" name="Constant_210093" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -71316,7 +64265,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4728" name="Constant_198877" type="Const" version="opset1">
+		<layer id="4161" name="Constant_210095" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -71324,7 +64273,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4729" name="Concat_198878" type="Concat" version="opset1">
+		<layer id="4162" name="Concat_210096" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -71346,7 +64295,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4730" name="Broadcast_198881" type="Broadcast" version="opset3">
+		<layer id="4163" name="Broadcast_210099" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -71363,7 +64312,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4731" name="ReadValue_192093" type="ReadValue" version="opset6">
+		<layer id="4164" name="ReadValue_205951" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.21.keypresent.21.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71382,13 +64331,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4732" name="Constant_185814" type="Const" version="opset1">
+		<layer id="4165" name="Constant_202325" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4733" name="Gather_185815" type="Gather" version="opset8">
+		<layer id="4166" name="Gather_202326" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71411,94 +64360,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4734" name="self.model.layers.21.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="4076682080" size="26214400" />
+		<layer id="4167" name="self.model.layers.21.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3639095520" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4735" name="Convert_207333" type="Convert" version="opset1">
+		<layer id="4168" name="Convert_236889" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4736" name="self.model.layers.21.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="4102896480" size="5120" />
+		<layer id="4169" name="self.model.layers.21.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3652202720" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4737" name="Convert_207336" type="Convert" version="opset1">
+		<layer id="4170" name="Convert_236891" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4738" name="self.model.layers.21.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4171" name="self.model.layers.21.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4739" name="self.model.layers.21.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="4102901600" size="10240" />
+		<layer id="4172" name="self.model.layers.21.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3652305120" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4740" name="self.model.layers.21.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4173" name="self.model.layers.21.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4174" name="Constant_236896" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4175" name="Reshape_236897" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -71506,8 +64495,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4741" name="self.model.layers.21.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4176" name="__module.model.layers.21.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -71521,7 +64513,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4742" name="__module.model.layers.21.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4177" name="__module.model.layers.21.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71535,14 +64527,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3542,key_states.47">
+				<port id="2" precision="FP32" names="3041,key_states.47">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4743" name="Constant_161094" type="Const" version="opset1">
+		<layer id="4178" name="Constant_191658" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -71550,7 +64542,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4744" name="__module.model.layers.21.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4179" name="__module.model.layers.21.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71563,7 +64555,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3549">
+				<port id="2" precision="FP32" names="3048">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -71571,7 +64563,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4745" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="4180" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -71579,7 +64571,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4746" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4181" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71592,7 +64584,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3550,k.43">
+				<port id="2" precision="FP32" names="3049,k.43">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71600,7 +64592,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4747" name="__module.model.layers.21.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4182" name="__module.model.layers.21.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71617,7 +64609,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3597">
+				<port id="2" precision="FP32" names="3071">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71625,23 +64617,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4748" name="Constant_135319" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="4749" name="Constant_135318" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="4750" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="4183" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71657,13 +64633,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4751" name="__module.model.layers.21.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="4184" name="__module.model.layers.21.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4752" name="__module.model.layers.21.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="4185" name="__module.model.layers.21.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -71673,10 +64649,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3598,3603" />
+				<port id="3" precision="I64" names="3072,3077" />
 			</output>
 		</layer>
-		<layer id="4753" name="__module.model.layers.21.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="4186" name="__module.model.layers.21.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -71686,23 +64662,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4754" name="__module.model.layers.21.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="4187" name="__module.model.layers.21.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3600,3601,3605,3606" />
+				<port id="1" precision="I64" names="3074,3075,3079,3080" />
 			</output>
 		</layer>
-		<layer id="4755" name="Constant_157917" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="4188" name="Constant_139206" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4756" name="__module.model.layers.21.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="4189" name="__module.model.layers.21.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -71716,53 +64692,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4757" name="Constant_135317" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4190" name="__module.model.layers.21.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		</layer>
-		<layer id="4758" name="ScatterUpdate_135320" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="4759" name="Constant_135323" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="4191" name="__module.model.layers.21.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4760" name="Constant_135326" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4192" name="__module.model.layers.21.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4761" name="__module.model.layers.21.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4193" name="__module.model.layers.21.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71771,17 +64725,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3081,x2.87">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71789,8 +64746,8 @@
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="4194" name="Constant_184211" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -71800,7 +64757,7 @@
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 			</output>
 		</layer>
-		<layer id="4763" name="__module.model.layers.21.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4195" name="__module.model.layers.21.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71817,7 +64774,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3608">
+				<port id="2" precision="FP32" names="3082">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71825,24 +64782,31 @@
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 			</output>
 		</layer>
-		<layer id="4764" name="Constant_135371" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="4196" name="__module.model.layers.21.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4765" name="Constant_135376" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4197" name="__module.model.layers.21.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4198" name="__module.model.layers.21.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="4766" name="__module.model.layers.21.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4199" name="__module.model.layers.21.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71851,17 +64815,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3076">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71869,7 +64836,7 @@
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 			</output>
 		</layer>
-		<layer id="4767" name="__module.model.layers.21.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="4200" name="__module.model.layers.21.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71886,7 +64853,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3610">
+				<port id="2" precision="FP32" names="3084">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71894,7 +64861,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4768" name="__module.model.layers.21.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4201" name="__module.model.layers.21.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71911,7 +64878,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3085">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71919,7 +64886,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4769" name="__module.model.layers.21.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="4202" name="__module.model.layers.21.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71936,7 +64903,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3612">
+				<port id="2" precision="FP32" names="3086">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -71944,7 +64911,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4770" name="__module.model.layers.21.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4203" name="__module.model.layers.21.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71969,13 +64936,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4771" name="Constant_198893" type="Const" version="opset1">
+		<layer id="4204" name="Constant_210085" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4772" name="Constant_198886" type="Const" version="opset1">
+		<layer id="4205" name="Constant_210078" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -71983,7 +64950,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4773" name="Constant_198888" type="Const" version="opset1">
+		<layer id="4206" name="Constant_210080" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -71991,7 +64958,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4774" name="Constant_198890" type="Const" version="opset1">
+		<layer id="4207" name="Constant_210082" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -71999,7 +64966,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4775" name="Concat_198891" type="Concat" version="opset1">
+		<layer id="4208" name="Concat_210083" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -72021,7 +64988,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4776" name="Broadcast_198894" type="Broadcast" version="opset3">
+		<layer id="4209" name="Broadcast_210086" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -72038,7 +65005,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4777" name="ReadValue_192095" type="ReadValue" version="opset6">
+		<layer id="4210" name="ReadValue_205953" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.21.valuepresent.21.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72057,13 +65024,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4778" name="Constant_185817" type="Const" version="opset1">
+		<layer id="4211" name="Constant_202328" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4779" name="Gather_185818" type="Gather" version="opset8">
+		<layer id="4212" name="Gather_202329" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72086,94 +65053,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4780" name="self.model.layers.21.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="4102911840" size="26214400" />
+		<layer id="4213" name="self.model.layers.21.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3652714720" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4781" name="Convert_207344" type="Convert" version="opset1">
+		<layer id="4214" name="Convert_236879" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4782" name="self.model.layers.21.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="4129126240" size="5120" />
+		<layer id="4215" name="self.model.layers.21.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3665821920" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4783" name="Convert_207347" type="Convert" version="opset1">
+		<layer id="4216" name="Convert_236881" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4784" name="self.model.layers.21.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4217" name="self.model.layers.21.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="4129131360" size="10240" />
+		<layer id="4218" name="self.model.layers.21.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3665924320" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4786" name="self.model.layers.21.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4219" name="self.model.layers.21.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4220" name="Constant_236886" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4221" name="Reshape_236887" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -72181,8 +65188,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4787" name="self.model.layers.21.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4222" name="__module.model.layers.21.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -72196,7 +65206,7 @@
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 			</output>
 		</layer>
-		<layer id="4788" name="__module.model.layers.21.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4223" name="__module.model.layers.21.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72210,14 +65220,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3544,value_states.43">
+				<port id="2" precision="FP32" names="3043,value_states.43">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4789" name="Constant_161095" type="Const" version="opset1">
+		<layer id="4224" name="Constant_191659" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -72225,7 +65235,7 @@
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 			</output>
 		</layer>
-		<layer id="4790" name="__module.model.layers.21.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="4225" name="__module.model.layers.21.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72238,7 +65248,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3552">
+				<port id="2" precision="FP32" names="3051">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -72246,7 +65256,7 @@
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 			</output>
 		</layer>
-		<layer id="4791" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="4226" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -72254,7 +65264,7 @@
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 			</output>
 		</layer>
-		<layer id="4792" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4227" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -72267,7 +65277,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3553">
+				<port id="2" precision="FP32" names="3052">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -72275,7 +65285,7 @@
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 			</output>
 		</layer>
-		<layer id="4793" name="__module.model.layers.21.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4228" name="__module.model.layers.21.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72300,206 +65310,7 @@
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 			</output>
 		</layer>
-		<layer id="4794" name="Constant_135421" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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@@ -72536,7 +65347,7 @@
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@@ -72580,21 +65391,21 @@
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@@ -72611,7 +65422,7 @@
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@@ -72641,15 +65452,15 @@
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@@ -72658,7 +65469,7 @@
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@@ -72675,8 +65486,8 @@
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@@ -72685,7 +65496,7 @@
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 		</layer>
-		<layer id="4822" name="Convert_207367" type="Convert" version="opset1">
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@@ -72702,7 +65513,7 @@
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@@ -72724,8 +65535,8 @@
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 					<dim>5120</dim>
@@ -72734,7 +65545,7 @@
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@@ -72756,7 +65567,7 @@
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 		</layer>
-		<layer id="4826" name="Constant_207372" type="Const" version="opset1">
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@@ -72764,7 +65575,7 @@
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 		</layer>
-		<layer id="4827" name="Reshape_207373" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -72783,8 +65594,11 @@
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 		</layer>
-		<layer id="4828" name="self.model.layers.21.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
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 					<dim>5120</dim>
@@ -72798,13 +65612,13 @@
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-		<layer id="4829" name="__module.model.layers.21.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -72812,14 +65626,14 @@
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@@ -72834,15 +65648,15 @@
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@@ -72851,7 +65665,7 @@
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@@ -72861,7 +65675,7 @@
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@@ -72871,7 +65685,7 @@
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@@ -72886,22 +65700,22 @@
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@@ -72931,7 +65745,7 @@
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@@ -72946,14 +65760,14 @@
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@@ -72969,7 +65783,7 @@
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@@ -72984,14 +65798,14 @@
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+		<layer id="4260" name="__module.model.layers.21.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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+		<layer id="4261" name="__module.model.layers.21.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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@@ -73028,15 +65842,15 @@
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@@ -73045,7 +65859,7 @@
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-		<layer id="4844" name="Convert_207387" type="Convert" version="opset1">
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 			<input>
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@@ -73062,8 +65876,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="4178170720" size="276480" />
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+			<data element_type="u4" shape="13824, 40, 1" offset="3715363040" size="276480" />
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@@ -73072,7 +65886,7 @@
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@@ -73089,7 +65903,7 @@
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@@ -73111,8 +65925,8 @@
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@@ -73121,7 +65935,7 @@
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@@ -73143,15 +65957,15 @@
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-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="4269" name="Constant_235486" type="Const" version="opset1">
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-		<layer id="4851" name="Reshape_207395" type="Reshape" version="opset1">
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 			<input>
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@@ -73170,8 +65984,11 @@
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 		</layer>
-		<layer id="4852" name="self.model.layers.21.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4271" name="__module.model.layers.21.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -73185,7 +66002,7 @@
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 		</layer>
-		<layer id="4853" name="__module.model.layers.21.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4272" name="__module.model.layers.21.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -73199,14 +66016,14 @@
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -73215,101 +66032,141 @@
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 			<output>
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 					<dim>13824</dim>
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 		</layer>
-		<layer id="4856" name="Convert_207377" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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+				<port id="0" precision="U4">
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+					<dim>40</dim>
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 			<output>
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 					<dim>13824</dim>
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-			<data element_type="u8" shape="13824, 1" offset="4250332000" size="13824" />
+		<layer id="4276" name="self.model.layers.21.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
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 		</layer>
-		<layer id="4858" name="Convert_207380" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>13824</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>13824</dim>
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+		<layer id="4279" name="self.model.layers.21.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
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 					<dim>1</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
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 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="4281" name="Constant_235476" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
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+				<port id="0" precision="I32">
+					<dim>2</dim>
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+		</layer>
+		<layer id="4282" name="Reshape_235477" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>13824</dim>
@@ -73317,8 +66174,11 @@
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 		</layer>
-		<layer id="4862" name="self.model.layers.21.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4283" name="__module.model.layers.21.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -73332,7 +66192,7 @@
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 		</layer>
-		<layer id="4863" name="__module.model.layers.21.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -73346,14 +66206,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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-		<layer id="4864" name="__module.model.layers.21.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4285" name="__module.model.layers.21.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -73368,15 +66228,15 @@
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 			<output>
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 					<dim>13824</dim>
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 				<port id="0" precision="U4">
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@@ -73385,7 +66245,7 @@
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-		<layer id="4866" name="Convert_207398" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -73402,8 +66262,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="4285762912" size="276480" />
+		<layer id="4288" name="self.model.layers.21.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -73412,7 +66272,7 @@
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-		<layer id="4868" name="Convert_207400" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -73429,7 +66289,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -73451,8 +66311,8 @@
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@@ -73461,7 +66321,7 @@
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@@ -73483,15 +66343,15 @@
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@@ -73510,8 +66370,11 @@
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@@ -73578,7 +66441,7 @@
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@@ -73588,7 +66451,7 @@
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@@ -73598,7 +66461,7 @@
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@@ -73658,7 +66521,7 @@
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@@ -73696,7 +66559,7 @@
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@@ -73711,14 +66574,14 @@
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@@ -73772,7 +66635,7 @@
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-		<layer id="4890" name="Convert_207431" type="Convert" version="opset1">
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 			<input>
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@@ -73789,8 +66652,8 @@
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@@ -73799,7 +66662,7 @@
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@@ -73816,7 +66679,7 @@
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@@ -73870,7 +66733,7 @@
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-		<layer id="4896" name="Constant_207438" type="Const" version="opset1">
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@@ -73878,7 +66741,7 @@
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@@ -73897,8 +66760,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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 				<port id="0" precision="FP16">
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@@ -73912,7 +66778,7 @@
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-		<layer id="4900" name="Constant_161096" type="Const" version="opset1">
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@@ -73941,7 +66807,7 @@
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@@ -73954,7 +66820,7 @@
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@@ -73970,7 +66836,7 @@
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+		<layer id="4337" name="Constant_184220" type="Const" version="opset1">
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+					<dim>1</dim>
+					<dim>1</dim>
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+			</output>
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+		<layer id="4338" name="__module.model.layers.22.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
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 				<port id="1" precision="FP32">
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+					<dim>1</dim>
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 			<output>
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 					<dim>-1</dim>
+					<dim>40</dim>
 					<dim>-1</dim>
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+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4339" name="__module.model.layers.22.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		<layer id="4340" name="__module.model.layers.22.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
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+				<port id="0" precision="I64">
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+				<port id="0" precision="I64">
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 		</layer>
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+		<layer id="4342" name="__module.model.layers.22.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>128</dim>
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 					<dim>-1</dim>
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 		</layer>
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+		<layer id="4343" name="__module.model.layers.22.self_attn/aten::cat/Concat" type="Concat" version="opset1">
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 			<input>
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 					<dim>-1</dim>
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
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+		<layer id="4344" name="__module.model.layers.22.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -74143,7 +67143,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3191">
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 					<dim>40</dim>
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@@ -74151,224 +67151,8 @@
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 			<input>
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@@ -74376,127 +67160,15 @@
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-			<output>
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 					<dim>40</dim>
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@@ -74504,13 +67176,13 @@
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 		</layer>
-		<layer id="4937" name="Constant_198906" type="Const" version="opset1">
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 				<port id="0" precision="FP32" />
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@@ -74518,7 +67190,7 @@
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 		</layer>
-		<layer id="4939" name="Constant_198901" type="Const" version="opset1">
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@@ -74526,7 +67198,7 @@
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-		<layer id="4940" name="Constant_198903" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -74534,7 +67206,7 @@
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 			</output>
 		</layer>
-		<layer id="4941" name="Concat_198904" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
@@ -74556,7 +67228,7 @@
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 			</output>
 		</layer>
-		<layer id="4942" name="Broadcast_198907" type="Broadcast" version="opset3">
+		<layer id="4351" name="Broadcast_210125" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -74573,7 +67245,7 @@
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 			</output>
 		</layer>
-		<layer id="4943" name="ReadValue_192097" type="ReadValue" version="opset6">
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 				<port id="0" precision="FP32">
@@ -74592,13 +67264,13 @@
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 			</output>
 		</layer>
-		<layer id="4944" name="Constant_185820" type="Const" version="opset1">
+		<layer id="4353" name="Constant_202331" type="Const" version="opset1">
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 				<port id="0" precision="I32" />
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-		<layer id="4945" name="Gather_185821" type="Gather" version="opset8">
+		<layer id="4354" name="Gather_202332" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74621,94 +67293,134 @@
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 		</layer>
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+		<layer id="4355" name="self.model.layers.22.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3803928800" size="13107200" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="4947" name="Convert_207410" type="Convert" version="opset1">
+		<layer id="4356" name="Convert_236929" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="4326999392" size="5120" />
+		<layer id="4357" name="self.model.layers.22.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3817036000" size="102400" />
 			<output>
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 					<dim>5120</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="4949" name="Convert_207413" type="Convert" version="opset1">
+		<layer id="4358" name="Convert_236931" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4950" name="self.model.layers.22.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4359" name="self.model.layers.22.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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+					<dim>40</dim>
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 			</output>
 		</layer>
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+		<layer id="4360" name="self.model.layers.22.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3817138400" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="4361" name="self.model.layers.22.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4362" name="Constant_236936" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="4363" name="Reshape_236937" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
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+			</input>
 			<output>
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 					<dim>5120</dim>
@@ -74716,8 +67428,11 @@
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 			</output>
 		</layer>
-		<layer id="4953" name="self.model.layers.22.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4364" name="__module.model.layers.22.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -74731,7 +67446,7 @@
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 		</layer>
-		<layer id="4954" name="__module.model.layers.22.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4365" name="__module.model.layers.22.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -74745,14 +67460,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="4955" name="Constant_161097" type="Const" version="opset1">
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@@ -74760,7 +67475,7 @@
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 		</layer>
-		<layer id="4956" name="__module.model.layers.22.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4367" name="__module.model.layers.22.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74773,7 +67488,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3170">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -74781,7 +67496,7 @@
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 		</layer>
-		<layer id="4957" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="4368" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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 				<port id="0" precision="I32">
@@ -74789,7 +67504,7 @@
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 		</layer>
-		<layer id="4958" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4369" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -74802,7 +67517,7 @@
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -74810,7 +67525,7 @@
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 		</layer>
-		<layer id="4959" name="__module.model.layers.22.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4370" name="__module.model.layers.22.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74827,7 +67542,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3193">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -74835,23 +67550,7 @@
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-		<layer id="4962" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="4371" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74867,13 +67566,13 @@
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 		</layer>
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+		<layer id="4372" name="__module.model.layers.22.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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 		</layer>
-		<layer id="4964" name="__module.model.layers.22.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="4373" name="__module.model.layers.22.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -74883,10 +67582,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="3194,3199" />
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 		</layer>
-		<layer id="4965" name="__module.model.layers.22.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="4374" name="__module.model.layers.22.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -74896,23 +67595,23 @@
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 		</layer>
-		<layer id="4966" name="__module.model.layers.22.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="4375" name="__module.model.layers.22.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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 			</input>
 			<output>
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+		<layer id="4376" name="Constant_139211" type="Const" version="opset1">
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 		</layer>
-		<layer id="4968" name="__module.model.layers.22.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="4377" name="__module.model.layers.22.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -74926,53 +67625,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4969" name="Constant_135529" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4378" name="__module.model.layers.22.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4970" name="ScatterUpdate_135532" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="4971" name="Constant_135535" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="4379" name="__module.model.layers.22.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4972" name="Constant_135538" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4380" name="__module.model.layers.22.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4973" name="__module.model.layers.22.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4381" name="__module.model.layers.22.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -74981,17 +67658,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3755,x2.91">
+				<port id="5" precision="FP32" names="3203,x2.91">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -74999,8 +67679,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4974" name="Constant_152204" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="4382" name="Constant_184221" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -75010,7 +67690,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4975" name="__module.model.layers.22.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4383" name="__module.model.layers.22.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75027,7 +67707,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3756">
+				<port id="2" precision="FP32" names="3204">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -75035,24 +67715,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4976" name="Constant_135583" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="4384" name="__module.model.layers.22.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4977" name="Constant_135588" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4385" name="__module.model.layers.22.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4978" name="__module.model.layers.22.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4386" name="__module.model.layers.22.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4387" name="__module.model.layers.22.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -75061,17 +67748,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3750">
+				<port id="5" precision="FP32" names="3198">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -75079,7 +67769,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4979" name="__module.model.layers.22.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="4388" name="__module.model.layers.22.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75096,7 +67786,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3758">
+				<port id="2" precision="FP32" names="3206">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -75104,7 +67794,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4980" name="__module.model.layers.22.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4389" name="__module.model.layers.22.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75121,7 +67811,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3759">
+				<port id="2" precision="FP32" names="3207">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -75129,7 +67819,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4981" name="__module.model.layers.22.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="4390" name="__module.model.layers.22.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75146,7 +67836,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3760">
+				<port id="2" precision="FP32" names="3208">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -75154,7 +67844,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4982" name="__module.model.layers.22.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4391" name="__module.model.layers.22.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75179,13 +67869,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4983" name="Constant_198919" type="Const" version="opset1">
+		<layer id="4392" name="Constant_210111" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4984" name="Constant_198912" type="Const" version="opset1">
+		<layer id="4393" name="Constant_210104" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -75193,7 +67883,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4985" name="Constant_198914" type="Const" version="opset1">
+		<layer id="4394" name="Constant_210106" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -75201,7 +67891,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4986" name="Constant_198916" type="Const" version="opset1">
+		<layer id="4395" name="Constant_210108" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -75209,7 +67899,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4987" name="Concat_198917" type="Concat" version="opset1">
+		<layer id="4396" name="Concat_210109" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -75231,7 +67921,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4988" name="Broadcast_198920" type="Broadcast" version="opset3">
+		<layer id="4397" name="Broadcast_210112" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -75248,7 +67938,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4989" name="ReadValue_192099" type="ReadValue" version="opset6">
+		<layer id="4398" name="ReadValue_205957" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.22.valuepresent.22.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75267,13 +67957,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4990" name="Constant_185823" type="Const" version="opset1">
+		<layer id="4399" name="Constant_202334" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4991" name="Gather_185824" type="Gather" version="opset8">
+		<layer id="4400" name="Gather_202335" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75296,94 +67986,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4992" name="self.model.layers.22.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="4327014752" size="26214400" />
+		<layer id="4401" name="self.model.layers.22.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3817548000" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4993" name="Convert_207421" type="Convert" version="opset1">
+		<layer id="4402" name="Convert_236919" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4994" name="self.model.layers.22.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="4353229152" size="5120" />
+		<layer id="4403" name="self.model.layers.22.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3830655200" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4995" name="Convert_207424" type="Convert" version="opset1">
+		<layer id="4404" name="Convert_236921" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4996" name="self.model.layers.22.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4405" name="self.model.layers.22.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4997" name="self.model.layers.22.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="4353234272" size="10240" />
+		<layer id="4406" name="self.model.layers.22.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3830757600" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4998" name="self.model.layers.22.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4407" name="self.model.layers.22.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4408" name="Constant_236926" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4409" name="Reshape_236927" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -75391,8 +68121,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4999" name="self.model.layers.22.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4410" name="__module.model.layers.22.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -75406,7 +68139,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5000" name="__module.model.layers.22.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4411" name="__module.model.layers.22.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -75420,14 +68153,14 @@
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 			<output>
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 		</layer>
-		<layer id="5001" name="Constant_161098" type="Const" version="opset1">
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@@ -75435,7 +68168,7 @@
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 		</layer>
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@@ -75448,7 +68181,7 @@
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@@ -75456,7 +68189,7 @@
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@@ -75464,7 +68197,7 @@
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 		</layer>
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 				<port id="0" precision="FP32">
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@@ -75477,7 +68210,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3174">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -75485,7 +68218,7 @@
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 		</layer>
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@@ -75510,206 +68243,7 @@
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-		<layer id="5011" name="Constant_159684" type="Const" version="opset1">
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-		<layer id="5012" name="Gather_159685" type="Gather" version="opset8">
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-		<layer id="5014" name="Constant_159687" type="Const" version="opset1">
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-			<output>
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-		<layer id="5015" name="Constant_159688" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		</layer>
-		<layer id="5016" name="Gather_159689" type="Gather" version="opset8">
-			<data batch_dims="0" />
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-		<layer id="5017" name="Add_159690" type="Add" version="opset1">
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-		<layer id="5018" name="Constant_135629" type="Const" version="opset1">
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-		<layer id="5022" name="__module.model.layers.22.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="4417" name="__module.model.layers.22.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75738,7 +68272,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -75746,7 +68280,7 @@
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 			</output>
 		</layer>
-		<layer id="5023" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="4418" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -75754,7 +68288,7 @@
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 			</output>
 		</layer>
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+		<layer id="4419" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -75767,7 +68301,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3219">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -75775,7 +68309,7 @@
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 			</output>
 		</layer>
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75790,21 +68324,21 @@
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 			</output>
 		</layer>
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="5027" name="Constant_126997" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="5028" name="Gather_126998" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -75821,7 +68355,7 @@
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 		</layer>
-		<layer id="5029" name="__module.model.layers.22.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -75832,12 +68366,12 @@
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 			</input>
 			<output>
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 		</layer>
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75851,15 +68385,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -75868,7 +68402,7 @@
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 			</output>
 		</layer>
-		<layer id="5032" name="Convert_207442" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -75885,8 +68419,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="4366351712" size="102400" />
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 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -75895,7 +68429,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5034" name="Convert_207444" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -75912,7 +68446,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -75934,8 +68468,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 40, 1" offset="4366454112" size="409600" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -75944,7 +68478,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -75966,7 +68500,7 @@
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 			</output>
 		</layer>
-		<layer id="5038" name="Constant_207449" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -75974,7 +68508,7 @@
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 			</output>
 		</layer>
-		<layer id="5039" name="Reshape_207450" type="Reshape" version="opset1">
+		<layer id="4434" name="Reshape_236957" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -75993,8 +68527,11 @@
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 			</output>
 		</layer>
-		<layer id="5040" name="self.model.layers.22.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4435" name="__module.model.layers.22.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -76008,13 +68545,13 @@
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 			</output>
 		</layer>
-		<layer id="5041" name="__module.model.layers.22.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4436" name="__module.model.layers.22.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -76022,14 +68559,14 @@
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@@ -76071,7 +68608,7 @@
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@@ -76124,14 +68661,14 @@
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@@ -76141,7 +68678,7 @@
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@@ -76156,14 +68693,14 @@
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@@ -76179,7 +68716,7 @@
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@@ -76194,14 +68731,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -76216,14 +68753,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -76238,15 +68775,15 @@
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@@ -76255,7 +68792,7 @@
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-		<layer id="5056" name="Convert_207464" type="Convert" version="opset1">
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@@ -76272,8 +68809,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="4402273632" size="276480" />
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@@ -76282,7 +68819,7 @@
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-		<layer id="5058" name="Convert_207466" type="Convert" version="opset1">
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@@ -76299,7 +68836,7 @@
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@@ -76321,8 +68858,8 @@
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@@ -76331,7 +68868,7 @@
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@@ -76353,15 +68890,15 @@
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@@ -76380,8 +68917,11 @@
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+		<layer id="4459" name="__module.model.layers.22.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -76395,7 +68935,7 @@
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 				<port id="0" precision="FP32">
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@@ -76425,15 +68965,15 @@
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@@ -76442,7 +68982,7 @@
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 			<input>
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@@ -76459,8 +68999,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="4439045472" size="276480" />
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 				<port id="0" precision="U4">
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@@ -76469,7 +69009,7 @@
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-		<layer id="5070" name="Convert_207455" type="Convert" version="opset1">
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@@ -76486,7 +69026,7 @@
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@@ -76508,8 +69048,8 @@
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@@ -76518,7 +69058,7 @@
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@@ -76540,15 +69080,15 @@
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@@ -76567,8 +69107,11 @@
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 			<data destination_type="f32" />
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@@ -76582,7 +69125,7 @@
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@@ -76652,8 +69195,8 @@
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@@ -76662,7 +69205,7 @@
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@@ -76679,7 +69222,7 @@
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 			<data destination_type="f32" />
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-			<input>
-				<port id="0" precision="FP32">
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-			<input>
-				<port id="0" precision="FP32">
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-		<layer id="5124" name="__module.model.layers.23.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-					<dim>1</dim>
-					<dim>-1</dim>
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-			</output>
-		</layer>
-		<layer id="5126" name="__module.model.layers.23.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4513" name="__module.model.layers.23.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -77393,7 +69807,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3877">
+				<port id="2" precision="FP32" names="3299">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -77401,23 +69815,7 @@
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 			</output>
 		</layer>
-		<layer id="5127" name="Constant_135643" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="5128" name="Constant_135642" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="5129" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="4514" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -77433,13 +69831,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5130" name="__module.model.layers.23.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="4515" name="__module.model.layers.23.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5131" name="__module.model.layers.23.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="4516" name="__module.model.layers.23.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -77449,10 +69847,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3878,3883" />
+				<port id="3" precision="I64" names="3300,3305" />
 			</output>
 		</layer>
-		<layer id="5132" name="__module.model.layers.23.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="4517" name="__module.model.layers.23.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -77462,23 +69860,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5133" name="__module.model.layers.23.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="4518" name="__module.model.layers.23.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3880,3881,3885,3886" />
+				<port id="1" precision="I64" names="3302,3303,3307,3308" />
 			</output>
 		</layer>
-		<layer id="5134" name="Constant_157923" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="4519" name="Constant_139215" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5135" name="__module.model.layers.23.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="4520" name="__module.model.layers.23.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -77492,53 +69890,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5136" name="Constant_135641" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4521" name="__module.model.layers.23.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="5137" name="ScatterUpdate_135644" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-				<port id="4" precision="I64">
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 			</output>
 		</layer>
-		<layer id="5138" name="Constant_135647" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="4522" name="__module.model.layers.23.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5139" name="Constant_135650" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4523" name="__module.model.layers.23.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5140" name="__module.model.layers.23.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4524" name="__module.model.layers.23.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -77547,17 +69923,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3309,x2.93">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -77565,8 +69944,8 @@
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 			</output>
 		</layer>
-		<layer id="5141" name="Constant_152213" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="4525" name="Constant_184230" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -77576,7 +69955,7 @@
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 			</output>
 		</layer>
-		<layer id="5142" name="__module.model.layers.23.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4526" name="__module.model.layers.23.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -77593,7 +69972,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3888">
+				<port id="2" precision="FP32" names="3310">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -77601,24 +69980,31 @@
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 			</output>
 		</layer>
-		<layer id="5143" name="Constant_135695" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="4527" name="__module.model.layers.23.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5144" name="Constant_135700" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4528" name="__module.model.layers.23.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4529" name="__module.model.layers.23.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5145" name="__module.model.layers.23.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4530" name="__module.model.layers.23.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -77627,17 +70013,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3882">
+				<port id="5" precision="FP32" names="3304">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -77645,7 +70034,7 @@
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 			</output>
 		</layer>
-		<layer id="5146" name="__module.model.layers.23.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4531" name="__module.model.layers.23.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -77662,7 +70051,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3890">
+				<port id="2" precision="FP32" names="3312">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -77670,41 +70059,7 @@
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 			</output>
 		</layer>
-		<layer id="5147" name="__module.model.layers.23.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="FP32" names="3869,3871,3874,sin.139,sin.141">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5148" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3876,sin.143">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5149" name="__module.model.layers.23.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4532" name="__module.model.layers.23.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -77721,7 +70076,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3891">
+				<port id="2" precision="FP32" names="3313">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -77729,7 +70084,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5150" name="__module.model.layers.23.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="4533" name="__module.model.layers.23.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -77746,7 +70101,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3892">
+				<port id="2" precision="FP32" names="3314">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -77754,13 +70109,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5151" name="Constant_198932" type="Const" version="opset1">
+		<layer id="4534" name="Constant_210150" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="5152" name="Constant_198925" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -77768,7 +70123,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5153" name="Constant_198927" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -77776,7 +70131,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5154" name="Constant_198929" type="Const" version="opset1">
+		<layer id="4537" name="Constant_210147" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -77784,7 +70139,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5155" name="Concat_198930" type="Concat" version="opset1">
+		<layer id="4538" name="Concat_210148" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
@@ -77806,7 +70161,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5156" name="Broadcast_198933" type="Broadcast" version="opset3">
+		<layer id="4539" name="Broadcast_210151" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -77823,7 +70178,7 @@
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 			</output>
 		</layer>
-		<layer id="5157" name="ReadValue_192101" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.23.keypresent.23.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -77842,13 +70197,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5158" name="Constant_185826" type="Const" version="opset1">
+		<layer id="4541" name="Constant_202337" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5159" name="Gather_185827" type="Gather" version="opset8">
+		<layer id="4542" name="Gather_202338" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -77871,94 +70226,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 5120" offset="4490839392" size="26214400" />
+		<layer id="4543" name="self.model.layers.23.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3968762080" size="13107200" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5161" name="Convert_207487" type="Convert" version="opset1">
+		<layer id="4544" name="Convert_236969" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="4517053792" size="5120" />
+		<layer id="4545" name="self.model.layers.23.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3981869280" size="102400" />
 			<output>
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 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5163" name="Convert_207490" type="Convert" version="opset1">
+		<layer id="4546" name="Convert_236971" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5164" name="self.model.layers.23.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4547" name="self.model.layers.23.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5165" name="self.model.layers.23.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="4517058912" size="10240" />
+		<layer id="4548" name="self.model.layers.23.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3981971680" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5166" name="self.model.layers.23.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4549" name="self.model.layers.23.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4550" name="Constant_236976" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4551" name="Reshape_236977" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -77966,8 +70361,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5167" name="self.model.layers.23.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4552" name="__module.model.layers.23.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -77981,7 +70379,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5168" name="__module.model.layers.23.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4553" name="__module.model.layers.23.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -77995,14 +70393,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3838,key_states.51">
+				<port id="2" precision="FP32" names="3285,key_states.51">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5169" name="Constant_161100" type="Const" version="opset1">
+		<layer id="4554" name="Constant_191664" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -78010,7 +70408,7 @@
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 			</output>
 		</layer>
-		<layer id="5170" name="__module.model.layers.23.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4555" name="__module.model.layers.23.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78023,7 +70421,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3845">
+				<port id="2" precision="FP32" names="3292">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -78031,7 +70429,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5171" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="4556" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -78039,7 +70437,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5172" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4557" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -78052,7 +70450,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3846,k.47">
+				<port id="2" precision="FP32" names="3293,k.47">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -78060,7 +70458,7 @@
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 			</output>
 		</layer>
-		<layer id="5173" name="__module.model.layers.23.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4558" name="__module.model.layers.23.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78077,7 +70475,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3893">
+				<port id="2" precision="FP32" names="3315">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -78085,23 +70483,7 @@
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 			</output>
 		</layer>
-		<layer id="5174" name="Constant_135743" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="5175" name="Constant_135742" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="5176" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="4559" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78117,13 +70499,13 @@
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 			</output>
 		</layer>
-		<layer id="5177" name="__module.model.layers.23.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="4560" name="__module.model.layers.23.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5178" name="__module.model.layers.23.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="4561" name="__module.model.layers.23.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -78133,10 +70515,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3894,3899" />
+				<port id="3" precision="I64" names="3316,3321" />
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 		</layer>
-		<layer id="5179" name="__module.model.layers.23.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="4562" name="__module.model.layers.23.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -78146,23 +70528,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5180" name="__module.model.layers.23.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="4563" name="__module.model.layers.23.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3896,3897,3901,3902" />
+				<port id="1" precision="I64" names="3318,3319,3323,3324" />
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 		</layer>
-		<layer id="5181" name="Constant_157925" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="4564" name="Constant_139216" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5182" name="__module.model.layers.23.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="4565" name="__module.model.layers.23.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -78176,53 +70558,31 @@
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 			</output>
 		</layer>
-		<layer id="5183" name="Constant_135741" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4566" name="__module.model.layers.23.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
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-			<output>
-				<port id="4" precision="I64">
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 			</output>
 		</layer>
-		<layer id="5185" name="Constant_135747" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="4567" name="__module.model.layers.23.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5186" name="Constant_135750" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4568" name="__module.model.layers.23.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5187" name="__module.model.layers.23.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4569" name="__module.model.layers.23.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -78231,17 +70591,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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+				<port id="5" precision="FP32" names="3325,x2.95">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -78249,8 +70612,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="4570" name="Constant_184231" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -78260,7 +70623,7 @@
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 		</layer>
-		<layer id="5189" name="__module.model.layers.23.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4571" name="__module.model.layers.23.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78277,7 +70640,7 @@
 				</port>
 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -78285,24 +70648,31 @@
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 		</layer>
-		<layer id="5190" name="Constant_135795" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="4572" name="__module.model.layers.23.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="5191" name="Constant_135800" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4573" name="__module.model.layers.23.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4574" name="__module.model.layers.23.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4575" name="__module.model.layers.23.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -78311,17 +70681,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3320">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -78329,7 +70702,7 @@
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 			</output>
 		</layer>
-		<layer id="5193" name="__module.model.layers.23.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="4576" name="__module.model.layers.23.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78346,7 +70719,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3906">
+				<port id="2" precision="FP32" names="3328">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -78354,7 +70727,7 @@
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 			</output>
 		</layer>
-		<layer id="5194" name="__module.model.layers.23.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4577" name="__module.model.layers.23.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78371,7 +70744,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3329">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -78379,7 +70752,7 @@
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 			</output>
 		</layer>
-		<layer id="5195" name="__module.model.layers.23.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="4578" name="__module.model.layers.23.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78396,7 +70769,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3908">
+				<port id="2" precision="FP32" names="3330">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -78404,7 +70777,7 @@
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 			</output>
 		</layer>
-		<layer id="5196" name="__module.model.layers.23.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4579" name="__module.model.layers.23.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78429,13 +70802,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5197" name="Constant_198945" type="Const" version="opset1">
+		<layer id="4580" name="Constant_210137" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5198" name="Constant_198938" type="Const" version="opset1">
+		<layer id="4581" name="Constant_210130" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -78443,7 +70816,7 @@
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 			</output>
 		</layer>
-		<layer id="5199" name="Constant_198940" type="Const" version="opset1">
+		<layer id="4582" name="Constant_210132" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -78451,7 +70824,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5200" name="Constant_198942" type="Const" version="opset1">
+		<layer id="4583" name="Constant_210134" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -78459,7 +70832,7 @@
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 			</output>
 		</layer>
-		<layer id="5201" name="Concat_198943" type="Concat" version="opset1">
+		<layer id="4584" name="Concat_210135" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -78481,7 +70854,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5202" name="Broadcast_198946" type="Broadcast" version="opset3">
+		<layer id="4585" name="Broadcast_210138" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -78498,7 +70871,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5203" name="ReadValue_192103" type="ReadValue" version="opset6">
+		<layer id="4586" name="ReadValue_205961" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.23.valuepresent.23.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78517,13 +70890,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5204" name="Constant_185829" type="Const" version="opset1">
+		<layer id="4587" name="Constant_202340" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5205" name="Gather_185830" type="Gather" version="opset8">
+		<layer id="4588" name="Gather_202341" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78546,94 +70919,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 5120" offset="4517069152" size="26214400" />
+		<layer id="4589" name="self.model.layers.23.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="3982381280" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5207" name="Convert_207498" type="Convert" version="opset1">
+		<layer id="4590" name="Convert_236959" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="4543283552" size="5120" />
+		<layer id="4591" name="self.model.layers.23.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="3995488480" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5209" name="Convert_207501" type="Convert" version="opset1">
+		<layer id="4592" name="Convert_236961" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5210" name="self.model.layers.23.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4593" name="self.model.layers.23.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="4543288672" size="10240" />
+		<layer id="4594" name="self.model.layers.23.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="3995590880" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5212" name="self.model.layers.23.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4595" name="self.model.layers.23.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4596" name="Constant_236966" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4597" name="Reshape_236967" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -78641,8 +71054,11 @@
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 			</output>
 		</layer>
-		<layer id="5213" name="self.model.layers.23.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4598" name="__module.model.layers.23.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -78656,7 +71072,7 @@
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 			</output>
 		</layer>
-		<layer id="5214" name="__module.model.layers.23.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4599" name="__module.model.layers.23.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78670,14 +71086,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3840,value_states.47">
+				<port id="2" precision="FP32" names="3287,value_states.47">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="5215" name="Constant_161101" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -78685,7 +71101,7 @@
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 		</layer>
-		<layer id="5216" name="__module.model.layers.23.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="4601" name="__module.model.layers.23.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78698,7 +71114,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3295">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -78706,7 +71122,7 @@
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 		</layer>
-		<layer id="5217" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="4602" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -78714,7 +71130,7 @@
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 			</output>
 		</layer>
-		<layer id="5218" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4603" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -78727,7 +71143,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3849">
+				<port id="2" precision="FP32" names="3296">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -78735,7 +71151,7 @@
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 		</layer>
-		<layer id="5219" name="__module.model.layers.23.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4604" name="__module.model.layers.23.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78760,206 +71176,7 @@
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@@ -79194,7 +71411,7 @@
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@@ -79216,7 +71433,7 @@
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@@ -79224,7 +71441,7 @@
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@@ -79243,8 +71460,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -79258,13 +71478,13 @@
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@@ -79311,7 +71531,7 @@
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@@ -79321,7 +71541,7 @@
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@@ -79346,22 +71566,22 @@
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@@ -79374,14 +71594,14 @@
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@@ -79391,7 +71611,7 @@
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@@ -79406,14 +71626,14 @@
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@@ -79429,7 +71649,7 @@
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+		<layer id="4635" name="__module.model.layers.23.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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@@ -79444,14 +71664,14 @@
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 			<output>
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+		<layer id="4636" name="__module.model.layers.23.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -79466,14 +71686,14 @@
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+		<layer id="4637" name="__module.model.layers.23.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -79488,101 +71708,141 @@
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 			<output>
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-			<data element_type="u8" shape="13824, 5120" offset="4556938592" size="70778880" />
+		<layer id="4638" name="self.model.layers.23.mlp.gate_proj.weight" type="Const" version="opset1">
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+					<dim>40</dim>
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 			</output>
 		</layer>
-		<layer id="5270" name="Convert_207542" type="Convert" version="opset1">
+		<layer id="4639" name="Convert_235539" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>13824</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
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 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="13824, 1" offset="4627717472" size="13824" />
+		<layer id="4640" name="self.model.layers.23.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="4045029600" size="276480" />
 			<output>
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 					<dim>13824</dim>
+					<dim>40</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="5272" name="Convert_207545" type="Convert" version="opset1">
+		<layer id="4641" name="Convert_235541" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>13824</dim>
+					<dim>40</dim>
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 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5273" name="self.model.layers.23.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4642" name="self.model.layers.23.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
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 				</port>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="13824, 1" offset="4627731296" size="27648" />
+		<layer id="4643" name="self.model.layers.23.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="4045306080" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5275" name="self.model.layers.23.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4644" name="self.model.layers.23.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4645" name="Constant_235546" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4646" name="Reshape_235547" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>13824</dim>
@@ -79590,8 +71850,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5276" name="self.model.layers.23.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4647" name="__module.model.layers.23.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -79605,7 +71868,7 @@
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 			</output>
 		</layer>
-		<layer id="5277" name="__module.model.layers.23.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4648" name="__module.model.layers.23.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -79619,14 +71882,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 		</layer>
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+		<layer id="4649" name="__module.model.layers.23.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -79635,101 +71898,141 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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-			<data element_type="u8" shape="13824, 5120" offset="4627758944" size="70778880" />
+		<layer id="4650" name="self.model.layers.23.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
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+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5280" name="Convert_207531" type="Convert" version="opset1">
+		<layer id="4651" name="Convert_235529" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>13824</dim>
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+					<dim>40</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
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 		</layer>
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-			<data element_type="u8" shape="13824, 1" offset="4698537824" size="13824" />
+		<layer id="4652" name="self.model.layers.23.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="4081801440" size="276480" />
 			<output>
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 					<dim>13824</dim>
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 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5282" name="Convert_207534" type="Convert" version="opset1">
+		<layer id="4653" name="Convert_235531" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>13824</dim>
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 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5283" name="self.model.layers.23.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4654" name="self.model.layers.23.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="13824, 1" offset="4698551648" size="27648" />
+		<layer id="4655" name="self.model.layers.23.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="4656" name="self.model.layers.23.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4657" name="Constant_235536" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4658" name="Reshape_235537" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>13824</dim>
@@ -79737,8 +72040,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5286" name="self.model.layers.23.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4659" name="__module.model.layers.23.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -79752,7 +72058,7 @@
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 		</layer>
-		<layer id="5287" name="__module.model.layers.23.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4660" name="__module.model.layers.23.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -79766,14 +72072,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 			</output>
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-		<layer id="5288" name="__module.model.layers.23.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4661" name="__module.model.layers.23.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -79788,15 +72094,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="3951">
+				<port id="2" precision="FP32" names="3373">
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 		</layer>
-		<layer id="5289" name="self.model.layers.23.mlp.down_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 108, 128" offset="4698579296" size="35389440" />
+		<layer id="4662" name="self.model.layers.23.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 128" offset="4083183840" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -79805,7 +72111,7 @@
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-		</layer>
-		<layer id="5336" name="__module.model.layers.24.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4701" name="__module.model.layers.24.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -80563,7 +72740,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3421">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -80571,23 +72748,7 @@
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 		</layer>
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+		<layer id="4702" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -80603,13 +72764,13 @@
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 			</output>
 		</layer>
-		<layer id="5340" name="__module.model.layers.24.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="4703" name="__module.model.layers.24.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5341" name="__module.model.layers.24.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="4704" name="__module.model.layers.24.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -80619,10 +72780,10 @@
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 			</input>
 			<output>
-				<port id="3" precision="I64" names="4026,4031" />
+				<port id="3" precision="I64" names="3422,3427" />
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 		</layer>
-		<layer id="5342" name="__module.model.layers.24.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="4705" name="__module.model.layers.24.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -80632,23 +72793,23 @@
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 			</output>
 		</layer>
-		<layer id="5343" name="__module.model.layers.24.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="4706" name="__module.model.layers.24.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="3424,3425,3429,3430" />
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 		</layer>
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-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="4707" name="Constant_139220" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5345" name="__module.model.layers.24.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="4708" name="__module.model.layers.24.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -80662,53 +72823,31 @@
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 			</output>
 		</layer>
-		<layer id="5346" name="Constant_135853" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4709" name="__module.model.layers.24.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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 		</layer>
-		<layer id="5348" name="Constant_135859" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="4710" name="__module.model.layers.24.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4711" name="__module.model.layers.24.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4712" name="__module.model.layers.24.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -80717,17 +72856,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3431,x2.97">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -80735,8 +72877,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="4713" name="Constant_184240" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -80746,7 +72888,7 @@
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 			</output>
 		</layer>
-		<layer id="5352" name="__module.model.layers.24.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4714" name="__module.model.layers.24.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -80763,7 +72905,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4036">
+				<port id="2" precision="FP32" names="3432">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -80771,24 +72913,31 @@
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 			</output>
 		</layer>
-		<layer id="5353" name="Constant_135907" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="4715" name="__module.model.layers.24.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="5354" name="Constant_135912" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4716" name="__module.model.layers.24.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4717" name="__module.model.layers.24.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4718" name="__module.model.layers.24.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -80797,17 +72946,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3426">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -80815,7 +72967,7 @@
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 			</output>
 		</layer>
-		<layer id="5356" name="__module.model.layers.24.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4719" name="__module.model.layers.24.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -80832,7 +72984,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4038">
+				<port id="2" precision="FP32" names="3434">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -80840,41 +72992,7 @@
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 			</output>
 		</layer>
-		<layer id="5357" name="__module.model.layers.24.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
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-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="5358" name="__module.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="4024,sin.149">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5359" name="__module.model.layers.24.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4720" name="__module.model.layers.24.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -80891,7 +73009,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4039">
+				<port id="2" precision="FP32" names="3435">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -80899,7 +73017,7 @@
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 			</output>
 		</layer>
-		<layer id="5360" name="__module.model.layers.24.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="4721" name="__module.model.layers.24.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -80916,7 +73034,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4040">
+				<port id="2" precision="FP32" names="3436">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -80924,13 +73042,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5361" name="Constant_198958" type="Const" version="opset1">
+		<layer id="4722" name="Constant_210176" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5362" name="Constant_198951" type="Const" version="opset1">
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@@ -80938,7 +73056,7 @@
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 			</output>
 		</layer>
-		<layer id="5363" name="Constant_198953" type="Const" version="opset1">
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@@ -80946,7 +73064,7 @@
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 			</output>
 		</layer>
-		<layer id="5364" name="Constant_198955" type="Const" version="opset1">
+		<layer id="4725" name="Constant_210173" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -80954,7 +73072,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5365" name="Concat_198956" type="Concat" version="opset1">
+		<layer id="4726" name="Concat_210174" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
@@ -80976,7 +73094,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5366" name="Broadcast_198959" type="Broadcast" version="opset3">
+		<layer id="4727" name="Broadcast_210177" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -80993,7 +73111,7 @@
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 			</output>
 		</layer>
-		<layer id="5367" name="ReadValue_192105" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.24.keypresent.24.key" variable_type="f32" variable_shape="?,40,?,128" />
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@@ -81012,13 +73130,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5368" name="Constant_185832" type="Const" version="opset1">
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 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="5369" name="Gather_185833" type="Gather" version="opset8">
+		<layer id="4730" name="Gather_202344" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81041,94 +73159,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 5120" offset="4748990816" size="26214400" />
+		<layer id="4731" name="self.model.layers.24.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4133595360" size="13107200" />
 			<output>
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 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5371" name="Convert_207564" type="Convert" version="opset1">
+		<layer id="4732" name="Convert_237009" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="4775205216" size="5120" />
+		<layer id="4733" name="self.model.layers.24.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4146702560" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5373" name="Convert_207567" type="Convert" version="opset1">
+		<layer id="4734" name="Convert_237011" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5374" name="self.model.layers.24.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4735" name="self.model.layers.24.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5375" name="self.model.layers.24.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="4775210336" size="10240" />
+		<layer id="4736" name="self.model.layers.24.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4146804960" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5376" name="self.model.layers.24.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4737" name="self.model.layers.24.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4738" name="Constant_237016" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4739" name="Reshape_237017" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -81136,8 +73294,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5377" name="self.model.layers.24.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4740" name="__module.model.layers.24.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -81151,7 +73312,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5378" name="__module.model.layers.24.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4741" name="__module.model.layers.24.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81165,14 +73326,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3986,key_states.53">
+				<port id="2" precision="FP32" names="3407,key_states.53">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5379" name="Constant_161103" type="Const" version="opset1">
+		<layer id="4742" name="Constant_191667" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -81180,7 +73341,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5380" name="__module.model.layers.24.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4743" name="__module.model.layers.24.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81193,7 +73354,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3993">
+				<port id="2" precision="FP32" names="3414">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -81201,7 +73362,7 @@
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 			</output>
 		</layer>
-		<layer id="5381" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="4744" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -81209,7 +73370,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5382" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4745" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81222,7 +73383,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3994,k.49">
+				<port id="2" precision="FP32" names="3415,k.49">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -81230,7 +73391,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5383" name="__module.model.layers.24.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4746" name="__module.model.layers.24.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81247,7 +73408,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4041">
+				<port id="2" precision="FP32" names="3437">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -81255,23 +73416,7 @@
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 			</output>
 		</layer>
-		<layer id="5384" name="Constant_135955" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="5385" name="Constant_135954" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="5386" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="4747" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81287,13 +73432,13 @@
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 			</output>
 		</layer>
-		<layer id="5387" name="__module.model.layers.24.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="4748" name="__module.model.layers.24.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5388" name="__module.model.layers.24.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="4749" name="__module.model.layers.24.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -81303,10 +73448,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4042,4047" />
+				<port id="3" precision="I64" names="3438,3443" />
 			</output>
 		</layer>
-		<layer id="5389" name="__module.model.layers.24.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="4750" name="__module.model.layers.24.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -81316,23 +73461,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5390" name="__module.model.layers.24.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="4751" name="__module.model.layers.24.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4044,4045,4049,4050" />
+				<port id="1" precision="I64" names="3440,3441,3445,3446" />
 			</output>
 		</layer>
-		<layer id="5391" name="Constant_157929" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="4752" name="Constant_139221" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5392" name="__module.model.layers.24.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="4753" name="__module.model.layers.24.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -81346,53 +73491,31 @@
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 			</output>
 		</layer>
-		<layer id="5393" name="Constant_135953" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4754" name="__module.model.layers.24.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="5394" name="ScatterUpdate_135956" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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 			</output>
 		</layer>
-		<layer id="5395" name="Constant_135959" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="4755" name="__module.model.layers.24.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5396" name="Constant_135962" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4756" name="__module.model.layers.24.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5397" name="__module.model.layers.24.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4757" name="__module.model.layers.24.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81401,17 +73524,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
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@@ -81419,8 +73545,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="4758" name="Constant_184241" type="Const" version="opset1">
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@@ -81430,7 +73556,7 @@
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 		</layer>
-		<layer id="5399" name="__module.model.layers.24.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4759" name="__module.model.layers.24.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81447,7 +73573,7 @@
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -81455,24 +73581,31 @@
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 		</layer>
-		<layer id="5400" name="Constant_136007" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="4760" name="__module.model.layers.24.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="5401" name="Constant_136012" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4761" name="__module.model.layers.24.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="5402" name="__module.model.layers.24.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4762" name="__module.model.layers.24.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4763" name="__module.model.layers.24.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81481,17 +73614,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3442">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -81499,7 +73635,7 @@
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 			</output>
 		</layer>
-		<layer id="5403" name="__module.model.layers.24.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="4764" name="__module.model.layers.24.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81516,7 +73652,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4054">
+				<port id="2" precision="FP32" names="3450">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -81524,7 +73660,7 @@
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 			</output>
 		</layer>
-		<layer id="5404" name="__module.model.layers.24.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4765" name="__module.model.layers.24.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81541,7 +73677,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3451">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -81549,7 +73685,7 @@
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 			</output>
 		</layer>
-		<layer id="5405" name="__module.model.layers.24.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="4766" name="__module.model.layers.24.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81566,7 +73702,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3452">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -81574,7 +73710,7 @@
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 			</output>
 		</layer>
-		<layer id="5406" name="__module.model.layers.24.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4767" name="__module.model.layers.24.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81599,13 +73735,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5407" name="Constant_198971" type="Const" version="opset1">
+		<layer id="4768" name="Constant_210163" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5408" name="Constant_198964" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -81613,7 +73749,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5409" name="Constant_198966" type="Const" version="opset1">
+		<layer id="4770" name="Constant_210158" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -81621,7 +73757,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5410" name="Constant_198968" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -81629,7 +73765,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5411" name="Concat_198969" type="Concat" version="opset1">
+		<layer id="4772" name="Concat_210161" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -81651,7 +73787,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5412" name="Broadcast_198972" type="Broadcast" version="opset3">
+		<layer id="4773" name="Broadcast_210164" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -81668,7 +73804,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5413" name="ReadValue_192107" type="ReadValue" version="opset6">
+		<layer id="4774" name="ReadValue_205965" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.24.valuepresent.24.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81687,13 +73823,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5414" name="Constant_185835" type="Const" version="opset1">
+		<layer id="4775" name="Constant_202346" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5415" name="Gather_185836" type="Gather" version="opset8">
+		<layer id="4776" name="Gather_202347" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81716,94 +73852,134 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 5120" offset="4775220576" size="26214400" />
+		<layer id="4777" name="self.model.layers.24.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4147214560" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5417" name="Convert_207575" type="Convert" version="opset1">
+		<layer id="4778" name="Convert_236999" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="4801434976" size="5120" />
+		<layer id="4779" name="self.model.layers.24.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4160321760" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5419" name="Convert_207578" type="Convert" version="opset1">
+		<layer id="4780" name="Convert_237001" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5420" name="self.model.layers.24.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4781" name="self.model.layers.24.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="4801440096" size="10240" />
+		<layer id="4782" name="self.model.layers.24.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4160424160" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5422" name="self.model.layers.24.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4783" name="self.model.layers.24.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4784" name="Constant_237006" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4785" name="Reshape_237007" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -81811,8 +73987,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5423" name="self.model.layers.24.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4786" name="__module.model.layers.24.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -81826,7 +74005,7 @@
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 			</output>
 		</layer>
-		<layer id="5424" name="__module.model.layers.24.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4787" name="__module.model.layers.24.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81840,14 +74019,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3988,value_states.49">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="5425" name="Constant_161104" type="Const" version="opset1">
+		<layer id="4788" name="Constant_191668" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -81855,7 +74034,7 @@
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 			</output>
 		</layer>
-		<layer id="5426" name="__module.model.layers.24.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="4789" name="__module.model.layers.24.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81868,7 +74047,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3417">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -81876,7 +74055,7 @@
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 		</layer>
-		<layer id="5427" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="4790" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -81884,7 +74063,7 @@
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 			</output>
 		</layer>
-		<layer id="5428" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4791" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81897,7 +74076,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3997">
+				<port id="2" precision="FP32" names="3418">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -81905,7 +74084,7 @@
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 		</layer>
-		<layer id="5429" name="__module.model.layers.24.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4792" name="__module.model.layers.24.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81930,206 +74109,7 @@
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-		<layer id="5430" name="Constant_136057" type="Const" version="opset1">
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@@ -82241,7 +74221,7 @@
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@@ -82288,7 +74268,7 @@
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@@ -82305,8 +74285,8 @@
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@@ -82315,7 +74295,7 @@
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 		</layer>
-		<layer id="5458" name="Convert_207598" type="Convert" version="opset1">
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@@ -82332,7 +74312,7 @@
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@@ -82354,8 +74334,8 @@
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@@ -82364,7 +74344,7 @@
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@@ -82386,7 +74366,7 @@
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 			</output>
 		</layer>
-		<layer id="5462" name="Constant_207603" type="Const" version="opset1">
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@@ -82394,7 +74374,7 @@
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-		<layer id="5463" name="Reshape_207604" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -82413,8 +74393,11 @@
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -82428,13 +74411,13 @@
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 					<dim>-1</dim>
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@@ -82442,14 +74425,14 @@
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@@ -82464,15 +74447,15 @@
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@@ -82481,7 +74464,7 @@
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@@ -82491,7 +74474,7 @@
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@@ -82561,7 +74544,7 @@
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@@ -82576,14 +74559,14 @@
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@@ -82599,7 +74582,7 @@
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+		<layer id="4823" name="__module.model.layers.24.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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@@ -82614,14 +74597,14 @@
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 			<output>
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+		<layer id="4824" name="__module.model.layers.24.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -82636,14 +74619,14 @@
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-		<layer id="5478" name="__module.model.layers.24.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4825" name="__module.model.layers.24.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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@@ -82658,15 +74641,15 @@
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 			<output>
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@@ -82675,7 +74658,7 @@
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 		</layer>
-		<layer id="5480" name="Convert_207618" type="Convert" version="opset1">
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 			<input>
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@@ -82692,8 +74675,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="4850479456" size="276480" />
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+			<data element_type="u4" shape="13824, 40, 1" offset="4209862880" size="276480" />
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@@ -82702,7 +74685,7 @@
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-		<layer id="5482" name="Convert_207620" type="Convert" version="opset1">
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 			<input>
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@@ -82719,7 +74702,7 @@
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@@ -82741,8 +74724,8 @@
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 				<port id="0" precision="FP16">
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@@ -82751,7 +74734,7 @@
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 		</layer>
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+		<layer id="4832" name="self.model.layers.24.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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@@ -82773,15 +74756,15 @@
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-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="4833" name="Constant_235576" type="Const" version="opset1">
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-		<layer id="5487" name="Reshape_207626" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -82800,8 +74783,11 @@
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 		</layer>
-		<layer id="5488" name="self.model.layers.24.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4835" name="__module.model.layers.24.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -82815,7 +74801,7 @@
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 		</layer>
-		<layer id="5489" name="__module.model.layers.24.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4836" name="__module.model.layers.24.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -82829,14 +74815,14 @@
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 			<output>
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 					<dim>13824</dim>
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-		<layer id="5490" name="__module.model.layers.24.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -82845,15 +74831,15 @@
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 			<output>
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 					<dim>13824</dim>
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-			<data element_type="u4" shape="13824, 40, 128" offset="4851861856" size="35389440" />
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 				<port id="0" precision="U4">
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@@ -82862,7 +74848,7 @@
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 		</layer>
-		<layer id="5492" name="Convert_207607" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -82879,8 +74865,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="4887251296" size="276480" />
+		<layer id="4840" name="self.model.layers.24.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="4246634720" size="276480" />
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 				<port id="0" precision="U4">
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@@ -82889,7 +74875,7 @@
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 		</layer>
-		<layer id="5494" name="Convert_207609" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -82906,7 +74892,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -82928,8 +74914,8 @@
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 				<port id="0" precision="FP16">
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@@ -82938,7 +74924,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -82960,15 +74946,15 @@
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+		<layer id="4845" name="Constant_235566" type="Const" version="opset1">
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-		<layer id="5499" name="Reshape_207615" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -82987,8 +74973,11 @@
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-		<layer id="5500" name="self.model.layers.24.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4847" name="__module.model.layers.24.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -83002,7 +74991,7 @@
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-		<layer id="5501" name="__module.model.layers.24.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -83016,14 +75005,14 @@
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 			<output>
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 					<dim>13824</dim>
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-		<layer id="5502" name="__module.model.layers.24.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4849" name="__module.model.layers.24.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -83038,15 +75027,15 @@
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 			<output>
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 					<dim>13824</dim>
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+		<layer id="4850" name="self.model.layers.24.mlp.down_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -83055,7 +75044,7 @@
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-		<layer id="5504" name="Convert_207629" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -83072,8 +75061,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="4924023136" size="276480" />
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 				<port id="0" precision="U4">
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@@ -83082,7 +75071,7 @@
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-		<layer id="5506" name="Convert_207631" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -83099,7 +75088,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -83121,8 +75110,8 @@
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 				<port id="0" precision="FP16">
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@@ -83131,7 +75120,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -83153,15 +75142,15 @@
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+		<layer id="4857" name="Constant_235586" type="Const" version="opset1">
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-		<layer id="5511" name="Reshape_207637" type="Reshape" version="opset1">
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 			<input>
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@@ -83180,8 +75169,11 @@
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@@ -83328,7 +75320,7 @@
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@@ -83442,7 +75434,7 @@
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@@ -83459,8 +75451,8 @@
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@@ -83469,7 +75461,7 @@
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@@ -83486,7 +75478,7 @@
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@@ -83508,8 +75500,8 @@
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@@ -83567,8 +75559,11 @@
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 			<data destination_type="f32" />
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="FP32" names="4164,4166,4169,cos.151,cos.153">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5549" name="__module.model.layers.25.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="4171,cos.155">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="5550" name="__module.model.layers.25.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4889" name="__module.model.layers.25.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83813,7 +75673,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4173">
+				<port id="2" precision="FP32" names="3543">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -83821,23 +75681,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5551" name="Constant_136067" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="5552" name="Constant_136066" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="5553" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="4890" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83853,13 +75697,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5554" name="__module.model.layers.25.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="4891" name="__module.model.layers.25.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5555" name="__module.model.layers.25.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="4892" name="__module.model.layers.25.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -83869,10 +75713,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4174,4179" />
+				<port id="3" precision="I64" names="3544,3549" />
 			</output>
 		</layer>
-		<layer id="5556" name="__module.model.layers.25.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="4893" name="__module.model.layers.25.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -83882,23 +75726,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5557" name="__module.model.layers.25.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="4894" name="__module.model.layers.25.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4176,4177,4181,4182" />
+				<port id="1" precision="I64" names="3546,3547,3551,3552" />
 			</output>
 		</layer>
-		<layer id="5558" name="Constant_157931" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="4895" name="Constant_139225" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5559" name="__module.model.layers.25.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="4896" name="__module.model.layers.25.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -83912,53 +75756,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5560" name="Constant_136065" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4897" name="__module.model.layers.25.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
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-		</layer>
-		<layer id="5561" name="ScatterUpdate_136068" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="5562" name="Constant_136071" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="4898" name="__module.model.layers.25.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5563" name="Constant_136074" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4899" name="__module.model.layers.25.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5564" name="__module.model.layers.25.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4900" name="__module.model.layers.25.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -83967,17 +75789,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4183,x2.101">
+				<port id="5" precision="FP32" names="3553,x2.101">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -83985,8 +75810,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5565" name="Constant_152233" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="4901" name="Constant_184250" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -83996,7 +75821,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5566" name="__module.model.layers.25.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4902" name="__module.model.layers.25.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84013,7 +75838,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4184">
+				<port id="2" precision="FP32" names="3554">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -84021,24 +75846,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5567" name="Constant_136119" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="4903" name="__module.model.layers.25.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5568" name="Constant_136124" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4904" name="__module.model.layers.25.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4905" name="__module.model.layers.25.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5569" name="__module.model.layers.25.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4906" name="__module.model.layers.25.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -84047,17 +75879,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4178">
+				<port id="5" precision="FP32" names="3548">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -84065,7 +75900,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5570" name="__module.model.layers.25.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4907" name="__module.model.layers.25.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84082,7 +75917,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4186">
+				<port id="2" precision="FP32" names="3556">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -84090,41 +75925,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5571" name="__module.model.layers.25.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="4165,4167,4170,sin.151,sin.153">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5572" name="__module.model.layers.25.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="4172,sin.155">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5573" name="__module.model.layers.25.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4908" name="__module.model.layers.25.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84141,7 +75942,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4187">
+				<port id="2" precision="FP32" names="3557">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -84149,7 +75950,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5574" name="__module.model.layers.25.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="4909" name="__module.model.layers.25.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84166,7 +75967,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4188">
+				<port id="2" precision="FP32" names="3558">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -84174,13 +75975,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5575" name="Constant_198984" type="Const" version="opset1">
+		<layer id="4910" name="Constant_210202" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5576" name="Constant_198977" type="Const" version="opset1">
+		<layer id="4911" name="Constant_210195" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -84188,7 +75989,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5577" name="Constant_198979" type="Const" version="opset1">
+		<layer id="4912" name="Constant_210197" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -84196,7 +75997,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5578" name="Constant_198981" type="Const" version="opset1">
+		<layer id="4913" name="Constant_210199" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -84204,7 +76005,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5579" name="Concat_198982" type="Concat" version="opset1">
+		<layer id="4914" name="Concat_210200" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -84226,7 +76027,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5580" name="Broadcast_198985" type="Broadcast" version="opset3">
+		<layer id="4915" name="Broadcast_210203" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -84243,7 +76044,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5581" name="ReadValue_192109" type="ReadValue" version="opset6">
+		<layer id="4916" name="ReadValue_205967" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.25.keypresent.25.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84262,13 +76063,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5582" name="Constant_185838" type="Const" version="opset1">
+		<layer id="4917" name="Constant_202349" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5583" name="Gather_185839" type="Gather" version="opset8">
+		<layer id="4918" name="Gather_202350" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84291,94 +76092,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5584" name="self.model.layers.25.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="4939045216" size="26214400" />
+		<layer id="4919" name="self.model.layers.25.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4298428640" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5585" name="Convert_207641" type="Convert" version="opset1">
+		<layer id="4920" name="Convert_237049" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5586" name="self.model.layers.25.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="4965259616" size="5120" />
+		<layer id="4921" name="self.model.layers.25.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4311535840" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5587" name="Convert_207644" type="Convert" version="opset1">
+		<layer id="4922" name="Convert_237051" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5588" name="self.model.layers.25.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4923" name="self.model.layers.25.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5589" name="self.model.layers.25.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="4965264736" size="10240" />
+		<layer id="4924" name="self.model.layers.25.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4311638240" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5590" name="self.model.layers.25.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4925" name="self.model.layers.25.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4926" name="Constant_237056" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4927" name="Reshape_237057" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -84386,8 +76227,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5591" name="self.model.layers.25.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4928" name="__module.model.layers.25.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -84401,7 +76245,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5592" name="__module.model.layers.25.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4929" name="__module.model.layers.25.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84415,14 +76259,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4134,key_states.55">
+				<port id="2" precision="FP32" names="3529,key_states.55">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5593" name="Constant_161106" type="Const" version="opset1">
+		<layer id="4930" name="Constant_191670" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -84430,7 +76274,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5594" name="__module.model.layers.25.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4931" name="__module.model.layers.25.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84443,7 +76287,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4141">
+				<port id="2" precision="FP32" names="3536">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -84451,7 +76295,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5595" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="4932" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -84459,7 +76303,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5596" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4933" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -84472,7 +76316,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4142,k.51">
+				<port id="2" precision="FP32" names="3537,k.51">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -84480,7 +76324,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5597" name="__module.model.layers.25.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4934" name="__module.model.layers.25.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84497,7 +76341,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4189">
+				<port id="2" precision="FP32" names="3559">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -84505,23 +76349,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5598" name="Constant_136167" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5599" name="Constant_136166" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5600" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="4935" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84537,13 +76365,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5601" name="__module.model.layers.25.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="4936" name="__module.model.layers.25.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5602" name="__module.model.layers.25.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="4937" name="__module.model.layers.25.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -84553,10 +76381,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4190,4195" />
+				<port id="3" precision="I64" names="3560,3565" />
 			</output>
 		</layer>
-		<layer id="5603" name="__module.model.layers.25.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="4938" name="__module.model.layers.25.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -84566,23 +76394,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5604" name="__module.model.layers.25.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="4939" name="__module.model.layers.25.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4192,4193,4197,4198" />
+				<port id="1" precision="I64" names="3562,3563,3567,3568" />
 			</output>
 		</layer>
-		<layer id="5605" name="Constant_157933" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="4940" name="Constant_139226" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5606" name="__module.model.layers.25.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="4941" name="__module.model.layers.25.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -84596,53 +76424,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5607" name="Constant_136165" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4942" name="__module.model.layers.25.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5608" name="ScatterUpdate_136168" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="5609" name="Constant_136171" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="4943" name="__module.model.layers.25.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5610" name="Constant_136174" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4944" name="__module.model.layers.25.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5611" name="__module.model.layers.25.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4945" name="__module.model.layers.25.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -84651,17 +76457,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4199,x2.103">
+				<port id="5" precision="FP32" names="3569,x2.103">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -84669,8 +76478,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5612" name="Constant_152234" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="4946" name="Constant_184251" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -84680,7 +76489,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5613" name="__module.model.layers.25.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4947" name="__module.model.layers.25.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -84697,7 +76506,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4200">
+				<port id="2" precision="FP32" names="3570">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -84705,24 +76514,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5614" name="Constant_136219" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="4948" name="__module.model.layers.25.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5615" name="Constant_136224" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="4949" name="__module.model.layers.25.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5616" name="__module.model.layers.25.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4950" name="__module.model.layers.25.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4951" name="__module.model.layers.25.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -84731,17 +76547,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 				<port id="2" precision="I64">
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@@ -84749,7 +76568,7 @@
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@@ -84766,7 +76585,7 @@
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 		</layer>
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+		<layer id="4953" name="__module.model.layers.25.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
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@@ -84791,7 +76610,7 @@
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 			<output>
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@@ -84799,7 +76618,7 @@
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 		</layer>
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+		<layer id="4954" name="__module.model.layers.25.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -84816,7 +76635,7 @@
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 			<output>
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@@ -84824,7 +76643,7 @@
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 		</layer>
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@@ -84849,13 +76668,13 @@
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 			</output>
 		</layer>
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 				<port id="0" precision="FP32" />
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@@ -84863,7 +76682,7 @@
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 			</output>
 		</layer>
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@@ -84871,7 +76690,7 @@
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 			</output>
 		</layer>
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@@ -84879,7 +76698,7 @@
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 			</output>
 		</layer>
-		<layer id="5625" name="Concat_198995" type="Concat" version="opset1">
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@@ -84901,7 +76720,7 @@
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 			</output>
 		</layer>
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@@ -84918,7 +76737,7 @@
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 			</output>
 		</layer>
-		<layer id="5627" name="ReadValue_192111" type="ReadValue" version="opset6">
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@@ -84937,13 +76756,13 @@
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 			</output>
 		</layer>
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@@ -84966,94 +76785,134 @@
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 		</layer>
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 			<input>
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+				<port id="0" precision="U4">
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 			<output>
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 					<dim>5120</dim>
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-			<data element_type="u8" shape="5120, 1" offset="4991489376" size="5120" />
+		<layer id="4967" name="self.model.layers.25.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
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 					<dim>5120</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="5633" name="Convert_207655" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			</output>
 		</layer>
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+		<layer id="4969" name="self.model.layers.25.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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+			<data element_type="f16" shape="5120, 40, 1" offset="4325257440" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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+		<layer id="4971" name="self.model.layers.25.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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+			<output>
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+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+		<layer id="4972" name="Constant_237046" type="Const" version="opset1">
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+				<port id="0" precision="I32">
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+			<input>
+				<port id="0" precision="FP16">
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+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
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@@ -85061,8 +76920,11 @@
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 			<data destination_type="f32" />
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 				<port id="0" precision="FP16">
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@@ -85076,7 +76938,7 @@
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 			<output>
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 					<dim>-1</dim>
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@@ -85105,7 +76967,7 @@
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 			<data special_zero="true" />
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@@ -85118,7 +76980,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -85126,7 +76988,7 @@
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-		<layer id="5641" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -85134,7 +76996,7 @@
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 		</layer>
-		<layer id="5642" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -85147,7 +77009,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -85155,7 +77017,7 @@
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 			<input>
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@@ -85180,206 +77042,7 @@
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@@ -85408,7 +77071,7 @@
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@@ -85416,7 +77079,7 @@
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@@ -85424,7 +77087,7 @@
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@@ -85437,7 +77100,7 @@
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@@ -85445,7 +77108,7 @@
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@@ -85460,21 +77123,21 @@
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-		<layer id="5666" name="Gather_127028" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -85491,7 +77154,7 @@
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 			<data axis="0" />
 			<input>
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@@ -85502,12 +77165,12 @@
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 			<output>
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+		<layer id="4989" name="__module.model.layers.25.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85521,15 +77184,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
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 		</layer>
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -85538,7 +77201,7 @@
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 			</output>
 		</layer>
-		<layer id="5670" name="Convert_207673" type="Convert" version="opset1">
+		<layer id="4991" name="Convert_237069" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -85555,8 +77218,8 @@
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 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="5004611936" size="102400" />
+		<layer id="4992" name="self.model.layers.25.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -85565,7 +77228,7 @@
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 			</output>
 		</layer>
-		<layer id="5672" name="Convert_207675" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -85582,7 +77245,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -85604,8 +77267,8 @@
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 		</layer>
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-			<data element_type="f16" shape="5120, 40, 1" offset="5004714336" size="409600" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="4338876640" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -85614,7 +77277,7 @@
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 			</output>
 		</layer>
-		<layer id="5675" name="self.model.layers.25.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -85636,7 +77299,7 @@
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 			</output>
 		</layer>
-		<layer id="5676" name="Constant_207680" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
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@@ -85644,7 +77307,7 @@
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 			</output>
 		</layer>
-		<layer id="5677" name="Reshape_207681" type="Reshape" version="opset1">
+		<layer id="4998" name="Reshape_237077" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -85663,8 +77326,11 @@
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 			</output>
 		</layer>
-		<layer id="5678" name="self.model.layers.25.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4999" name="__module.model.layers.25.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -85678,13 +77344,13 @@
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 		</layer>
-		<layer id="5679" name="__module.model.layers.25.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5000" name="__module.model.layers.25.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -85692,14 +77358,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3590,3592,hidden_states.663">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="5680" name="__module.model.layers.25/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -85714,15 +77380,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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+		<layer id="5002" name="Constant_184255" type="Const" version="opset1">
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@@ -85731,7 +77397,7 @@
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 		</layer>
-		<layer id="5682" name="Constant_152237" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
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@@ -85741,7 +77407,7 @@
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-		<layer id="5683" name="Constant_152235" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
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@@ -85751,7 +77417,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85766,22 +77432,22 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="5685" name="Constant_13093" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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-		<layer id="5686" name="__module.model.layers.25.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
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@@ -85794,14 +77460,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="5687" name="Constant_152236" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
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@@ -85811,7 +77477,7 @@
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-		<layer id="5688" name="__module.model.layers.25.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -85826,14 +77492,14 @@
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 					<dim>-1</dim>
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 				<port id="0" precision="FP32">
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@@ -85849,7 +77515,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -85864,14 +77530,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -85886,14 +77552,14 @@
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-			<data element_type="u4" shape="13824, 40, 128" offset="5005144416" size="35389440" />
+		<layer id="5014" name="self.model.layers.25.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -85925,7 +77591,7 @@
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-		<layer id="5694" name="Convert_207695" type="Convert" version="opset1">
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@@ -85942,8 +77608,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="5040533856" size="276480" />
+		<layer id="5016" name="self.model.layers.25.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="4374696160" size="276480" />
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 				<port id="0" precision="U4">
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@@ -85952,7 +77618,7 @@
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-		<layer id="5696" name="Convert_207697" type="Convert" version="opset1">
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@@ -85969,7 +77635,7 @@
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@@ -85991,8 +77657,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="5040810336" size="1105920" />
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 				<port id="0" precision="FP16">
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@@ -86001,7 +77667,7 @@
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-		<layer id="5699" name="self.model.layers.25.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5020" name="self.model.layers.25.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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@@ -86023,15 +77689,15 @@
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-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="5021" name="Constant_235606" type="Const" version="opset1">
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-		<layer id="5701" name="Reshape_207703" type="Reshape" version="opset1">
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 			<input>
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@@ -86050,8 +77716,11 @@
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 		</layer>
-		<layer id="5702" name="self.model.layers.25.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5023" name="__module.model.layers.25.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -86065,7 +77734,7 @@
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-		<layer id="5703" name="__module.model.layers.25.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5024" name="__module.model.layers.25.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -86079,14 +77748,14 @@
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 			<output>
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-		<layer id="5704" name="__module.model.layers.25.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -86095,15 +77764,15 @@
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 					<dim>13824</dim>
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-			<data element_type="u4" shape="13824, 40, 128" offset="5041916256" size="35389440" />
+		<layer id="5026" name="self.model.layers.25.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -86112,7 +77781,7 @@
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-		<layer id="5706" name="Convert_207684" type="Convert" version="opset1">
+		<layer id="5027" name="Convert_235589" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -86129,8 +77798,8 @@
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-		<layer id="5707" name="self.model.layers.25.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="5077305696" size="276480" />
+		<layer id="5028" name="self.model.layers.25.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="4411468000" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -86139,7 +77808,7 @@
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 		</layer>
-		<layer id="5708" name="Convert_207686" type="Convert" version="opset1">
+		<layer id="5029" name="Convert_235591" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -86156,7 +77825,7 @@
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 		</layer>
-		<layer id="5709" name="self.model.layers.25.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -86178,8 +77847,8 @@
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-		<layer id="5710" name="self.model.layers.25.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="5077582176" size="1105920" />
+		<layer id="5031" name="self.model.layers.25.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -86188,7 +77857,7 @@
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 		</layer>
-		<layer id="5711" name="self.model.layers.25.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5032" name="self.model.layers.25.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -86210,15 +77879,15 @@
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-		<layer id="5712" name="Constant_207691" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="5033" name="Constant_235596" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
 			<output>
 				<port id="0" precision="I32">
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 		</layer>
-		<layer id="5713" name="Reshape_207692" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -86237,8 +77906,11 @@
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 			</output>
 		</layer>
-		<layer id="5714" name="self.model.layers.25.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5035" name="__module.model.layers.25.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -86252,7 +77924,7 @@
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 		</layer>
-		<layer id="5715" name="__module.model.layers.25.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5036" name="__module.model.layers.25.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -86266,14 +77938,14 @@
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 			<output>
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 					<dim>13824</dim>
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-		<layer id="5716" name="__module.model.layers.25.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5037" name="__module.model.layers.25.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86288,15 +77960,15 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3617">
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 					<dim>-1</dim>
 					<dim>13824</dim>
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+		<layer id="5038" name="self.model.layers.25.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 128" offset="4412850400" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -86305,7 +77977,7 @@
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 		</layer>
-		<layer id="5718" name="Convert_207706" type="Convert" version="opset1">
+		<layer id="5039" name="Convert_235609" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -86322,8 +77994,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="5114077536" size="276480" />
+		<layer id="5040" name="self.model.layers.25.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 1" offset="4448239840" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -86332,7 +78004,7 @@
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 		</layer>
-		<layer id="5720" name="Convert_207708" type="Convert" version="opset1">
+		<layer id="5041" name="Convert_235611" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -86349,7 +78021,7 @@
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 		</layer>
-		<layer id="5721" name="self.model.layers.25.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -86371,8 +78043,8 @@
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-		<layer id="5722" name="self.model.layers.25.mlp.down_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 108, 1" offset="5114354016" size="1105920" />
+		<layer id="5043" name="self.model.layers.25.mlp.down_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -86381,7 +78053,7 @@
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 		</layer>
-		<layer id="5723" name="self.model.layers.25.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -86403,15 +78075,15 @@
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-		<layer id="5724" name="Constant_207713" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="341400920" size="8" />
+		<layer id="5045" name="Constant_235616" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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-		<layer id="5725" name="Reshape_207714" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -86430,8 +78102,11 @@
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 		</layer>
-		<layer id="5726" name="self.model.layers.25.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5047" name="__module.model.layers.25.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -86445,7 +78120,7 @@
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-		<layer id="5727" name="__module.model.layers.25.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -86459,14 +78134,14 @@
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 			<output>
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 					<dim>-1</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86481,15 +78156,15 @@
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 			<output>
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 					<dim>5120</dim>
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+		<layer id="5050" name="Constant_184259" type="Const" version="opset1">
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@@ -86498,7 +78173,7 @@
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-		<layer id="5730" name="Constant_152241" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
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@@ -86508,7 +78183,7 @@
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-		<layer id="5731" name="Constant_152239" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
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@@ -86518,7 +78193,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -86533,22 +78208,22 @@
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@@ -86578,7 +78253,7 @@
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@@ -86616,7 +78291,7 @@
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@@ -86631,14 +78306,14 @@
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 			<data auto_broadcast="numpy" />
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 			<data auto_broadcast="numpy" />
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@@ -86675,15 +78350,15 @@
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 					<dim>5120</dim>
@@ -86692,7 +78367,7 @@
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 		</layer>
-		<layer id="5742" name="Convert_207739" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -86709,8 +78384,8 @@
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -86719,7 +78394,7 @@
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 		</layer>
-		<layer id="5744" name="Convert_207741" type="Convert" version="opset1">
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 				<port id="0" precision="U4">
@@ -86736,7 +78411,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -86758,8 +78433,8 @@
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 				<port id="0" precision="FP16">
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@@ -86768,7 +78443,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -86790,7 +78465,7 @@
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 		</layer>
-		<layer id="5748" name="Constant_207746" type="Const" version="opset1">
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@@ -86798,7 +78473,7 @@
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 			<input>
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@@ -86817,8 +78492,11 @@
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 		</layer>
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 			<data destination_type="f32" />
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@@ -86832,7 +78510,7 @@
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 		</layer>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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@@ -86861,7 +78539,7 @@
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@@ -86882,7 +78560,7 @@
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@@ -86890,7 +78568,7 @@
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 			<data auto_broadcast="numpy" />
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 		</layer>
-		<layer id="5770" name="__module.model.layers.26.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="5081" name="__module.model.layers.26.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -87132,23 +78659,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5771" name="__module.model.layers.26.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5082" name="__module.model.layers.26.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4324,4325,4329,4330" />
+				<port id="1" precision="I64" names="3668,3669,3673,3674" />
 			</output>
 		</layer>
-		<layer id="5772" name="Constant_157935" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="5083" name="Constant_139230" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5773" name="__module.model.layers.26.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="5084" name="__module.model.layers.26.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -87162,53 +78689,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5774" name="Constant_136277" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5085" name="__module.model.layers.26.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5775" name="ScatterUpdate_136280" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="5776" name="Constant_136283" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="5086" name="__module.model.layers.26.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5777" name="Constant_136286" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5087" name="__module.model.layers.26.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5778" name="__module.model.layers.26.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5088" name="__module.model.layers.26.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87217,17 +78722,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4331,x2.105">
+				<port id="5" precision="FP32" names="3675,x2.105">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -87235,8 +78743,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5779" name="Constant_152243" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="5089" name="Constant_184260" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -87246,7 +78754,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5780" name="__module.model.layers.26.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5090" name="__module.model.layers.26.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87263,7 +78771,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4332">
+				<port id="2" precision="FP32" names="3676">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -87271,24 +78779,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5781" name="Constant_136331" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="5091" name="__module.model.layers.26.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5782" name="Constant_136336" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5092" name="__module.model.layers.26.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5783" name="__module.model.layers.26.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5093" name="__module.model.layers.26.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5094" name="__module.model.layers.26.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87297,17 +78812,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4326">
+				<port id="5" precision="FP32" names="3670">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -87315,7 +78833,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5784" name="__module.model.layers.26.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5095" name="__module.model.layers.26.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87332,7 +78850,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4334">
+				<port id="2" precision="FP32" names="3678">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -87340,41 +78858,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5785" name="__module.model.layers.26.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="4313,4315,4318,sin.157,sin.159">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5786" name="__module.model.layers.26.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="4320,sin.161">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5787" name="__module.model.layers.26.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5096" name="__module.model.layers.26.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87391,7 +78875,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4335">
+				<port id="2" precision="FP32" names="3679">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -87399,7 +78883,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5788" name="__module.model.layers.26.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="5097" name="__module.model.layers.26.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87416,7 +78900,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4336">
+				<port id="2" precision="FP32" names="3680">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -87424,13 +78908,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5789" name="Constant_199010" type="Const" version="opset1">
+		<layer id="5098" name="Constant_210228" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5790" name="Constant_199003" type="Const" version="opset1">
+		<layer id="5099" name="Constant_210221" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -87438,7 +78922,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5791" name="Constant_199005" type="Const" version="opset1">
+		<layer id="5100" name="Constant_210223" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -87446,7 +78930,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5792" name="Constant_199007" type="Const" version="opset1">
+		<layer id="5101" name="Constant_210225" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -87454,7 +78938,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5793" name="Concat_199008" type="Concat" version="opset1">
+		<layer id="5102" name="Concat_210226" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -87476,7 +78960,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5794" name="Broadcast_199011" type="Broadcast" version="opset3">
+		<layer id="5103" name="Broadcast_210229" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -87493,7 +78977,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5795" name="ReadValue_192113" type="ReadValue" version="opset6">
+		<layer id="5104" name="ReadValue_205971" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.26.keypresent.26.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87512,13 +78996,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5796" name="Constant_185844" type="Const" version="opset1">
+		<layer id="5105" name="Constant_202355" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5797" name="Gather_185845" type="Gather" version="opset8">
+		<layer id="5106" name="Gather_202356" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87541,8 +79025,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5798" name="self.model.layers.26.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="5129099616" size="13107200" />
+		<layer id="5107" name="self.model.layers.26.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4463261920" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -87551,7 +79035,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5799" name="Convert_207717" type="Convert" version="opset1">
+		<layer id="5108" name="Convert_237089" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -87568,8 +79052,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5800" name="self.model.layers.26.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="5142206816" size="102400" />
+		<layer id="5109" name="self.model.layers.26.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4476369120" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -87578,7 +79062,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5801" name="Convert_207719" type="Convert" version="opset1">
+		<layer id="5110" name="Convert_237091" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -87595,7 +79079,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5802" name="self.model.layers.26.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5111" name="self.model.layers.26.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -87617,8 +79101,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5803" name="self.model.layers.26.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="5142309216" size="409600" />
+		<layer id="5112" name="self.model.layers.26.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4476471520" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -87627,7 +79111,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5804" name="self.model.layers.26.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5113" name="self.model.layers.26.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -87649,7 +79133,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5805" name="Constant_207724" type="Const" version="opset1">
+		<layer id="5114" name="Constant_237096" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -87657,7 +79141,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5806" name="Reshape_207725" type="Reshape" version="opset1">
+		<layer id="5115" name="Reshape_237097" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -87676,8 +79160,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5807" name="self.model.layers.26.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5116" name="__module.model.layers.26.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -87691,7 +79178,7 @@
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 			</output>
 		</layer>
-		<layer id="5808" name="__module.model.layers.26.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5117" name="__module.model.layers.26.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87705,14 +79192,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3651,key_states.57">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="5809" name="Constant_161109" type="Const" version="opset1">
+		<layer id="5118" name="Constant_191673" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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 				<port id="0" precision="I64">
@@ -87720,7 +79207,7 @@
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 			</output>
 		</layer>
-		<layer id="5810" name="__module.model.layers.26.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5119" name="__module.model.layers.26.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87733,7 +79220,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4289">
+				<port id="2" precision="FP32" names="3658">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -87741,7 +79228,7 @@
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 			</output>
 		</layer>
-		<layer id="5811" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="5120" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -87749,7 +79236,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5812" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="5121" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87762,7 +79249,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4290,k.53">
+				<port id="2" precision="FP32" names="3659,k.53">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -87770,7 +79257,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5813" name="__module.model.layers.26.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5122" name="__module.model.layers.26.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87787,7 +79274,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4337">
+				<port id="2" precision="FP32" names="3681">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -87795,23 +79282,7 @@
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 			</output>
 		</layer>
-		<layer id="5814" name="Constant_136379" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5815" name="Constant_136378" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="5816" name="__module.model.layers.26.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="5123" name="__module.model.layers.26.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87827,13 +79298,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5817" name="__module.model.layers.26.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="5124" name="__module.model.layers.26.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5818" name="__module.model.layers.26.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="5125" name="__module.model.layers.26.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -87843,10 +79314,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4338,4343" />
+				<port id="3" precision="I64" names="3682,3687" />
 			</output>
 		</layer>
-		<layer id="5819" name="__module.model.layers.26.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="5126" name="__module.model.layers.26.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -87856,23 +79327,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5820" name="__module.model.layers.26.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5127" name="__module.model.layers.26.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4340,4341,4345,4346" />
+				<port id="1" precision="I64" names="3684,3685,3689,3690" />
 			</output>
 		</layer>
-		<layer id="5821" name="Constant_157937" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="5128" name="Constant_139231" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5822" name="__module.model.layers.26.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="5129" name="__module.model.layers.26.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -87886,53 +79357,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5823" name="Constant_136377" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5130" name="__module.model.layers.26.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="5824" name="ScatterUpdate_136380" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="5825" name="Constant_136383" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="5131" name="__module.model.layers.26.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5826" name="Constant_136386" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5132" name="__module.model.layers.26.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5827" name="__module.model.layers.26.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5133" name="__module.model.layers.26.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87941,17 +79390,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3691,x2.107">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -87959,8 +79411,8 @@
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 			</output>
 		</layer>
-		<layer id="5828" name="Constant_152244" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="5134" name="Constant_184261" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -87970,7 +79422,7 @@
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 			</output>
 		</layer>
-		<layer id="5829" name="__module.model.layers.26.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5135" name="__module.model.layers.26.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87987,7 +79439,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4348">
+				<port id="2" precision="FP32" names="3692">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -87995,24 +79447,31 @@
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 			</output>
 		</layer>
-		<layer id="5830" name="Constant_136431" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="5136" name="__module.model.layers.26.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5137" name="__module.model.layers.26.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5831" name="Constant_136436" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5138" name="__module.model.layers.26.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5832" name="__module.model.layers.26.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5139" name="__module.model.layers.26.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -88021,17 +79480,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4342">
+				<port id="5" precision="FP32" names="3686">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -88039,7 +79501,7 @@
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 			</output>
 		</layer>
-		<layer id="5833" name="__module.model.layers.26.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5140" name="__module.model.layers.26.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88056,7 +79518,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4350">
+				<port id="2" precision="FP32" names="3694">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -88064,7 +79526,7 @@
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 			</output>
 		</layer>
-		<layer id="5834" name="__module.model.layers.26.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5141" name="__module.model.layers.26.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88081,7 +79543,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4351">
+				<port id="2" precision="FP32" names="3695">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -88089,7 +79551,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5835" name="__module.model.layers.26.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="5142" name="__module.model.layers.26.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88106,7 +79568,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4352">
+				<port id="2" precision="FP32" names="3696">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -88114,7 +79576,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5836" name="__module.model.layers.26.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5143" name="__module.model.layers.26.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88139,13 +79601,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5837" name="Constant_199023" type="Const" version="opset1">
+		<layer id="5144" name="Constant_210215" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5838" name="Constant_199016" type="Const" version="opset1">
+		<layer id="5145" name="Constant_210208" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -88153,7 +79615,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5839" name="Constant_199018" type="Const" version="opset1">
+		<layer id="5146" name="Constant_210210" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -88161,7 +79623,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5840" name="Constant_199020" type="Const" version="opset1">
+		<layer id="5147" name="Constant_210212" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -88169,7 +79631,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5841" name="Concat_199021" type="Concat" version="opset1">
+		<layer id="5148" name="Concat_210213" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -88191,7 +79653,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5842" name="Broadcast_199024" type="Broadcast" version="opset3">
+		<layer id="5149" name="Broadcast_210216" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -88208,7 +79670,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5843" name="ReadValue_192115" type="ReadValue" version="opset6">
+		<layer id="5150" name="ReadValue_205973" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.26.valuepresent.26.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88227,13 +79689,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5844" name="Constant_185847" type="Const" version="opset1">
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-		<layer id="5845" name="Gather_185848" type="Gather" version="opset8">
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@@ -88256,94 +79718,134 @@
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-		<layer id="5847" name="Convert_207729" type="Convert" version="opset1">
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+					<dim>40</dim>
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 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="5168933216" size="5120" />
+		<layer id="5155" name="self.model.layers.26.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4489988320" size="102400" />
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+					<dim>40</dim>
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 			</output>
 		</layer>
-		<layer id="5849" name="Convert_207732" type="Convert" version="opset1">
+		<layer id="5156" name="Convert_237081" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>40</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			</output>
 		</layer>
-		<layer id="5850" name="self.model.layers.26.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5157" name="self.model.layers.26.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="5168938336" size="10240" />
+		<layer id="5158" name="self.model.layers.26.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4490090720" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="5852" name="self.model.layers.26.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5159" name="self.model.layers.26.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5160" name="Constant_237086" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="5161" name="Reshape_237087" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
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+			</input>
 			<output>
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 					<dim>5120</dim>
@@ -88351,8 +79853,11 @@
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 			</output>
 		</layer>
-		<layer id="5853" name="self.model.layers.26.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5162" name="__module.model.layers.26.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -88366,7 +79871,7 @@
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 			</output>
 		</layer>
-		<layer id="5854" name="__module.model.layers.26.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5163" name="__module.model.layers.26.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -88380,14 +79885,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="5855" name="Constant_161110" type="Const" version="opset1">
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@@ -88395,7 +79900,7 @@
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 		</layer>
-		<layer id="5856" name="__module.model.layers.26.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="5165" name="__module.model.layers.26.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
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 			<input>
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@@ -88408,7 +79913,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3661">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -88416,7 +79921,7 @@
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 		</layer>
-		<layer id="5857" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="5166" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -88424,7 +79929,7 @@
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 			</output>
 		</layer>
-		<layer id="5858" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5167" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -88437,7 +79942,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3662">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -88445,7 +79950,7 @@
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 			</output>
 		</layer>
-		<layer id="5859" name="__module.model.layers.26.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5168" name="__module.model.layers.26.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88470,206 +79975,7 @@
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-		<layer id="5860" name="Constant_136481" type="Const" version="opset1">
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-		<layer id="5861" name="Constant_136482" type="Const" version="opset1">
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-		<layer id="5863" name="ShapeOf_159982" type="ShapeOf" version="opset3">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-		<layer id="5864" name="Constant_159983" type="Const" version="opset1">
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-		<layer id="5865" name="Constant_159984" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
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-		</layer>
-		<layer id="5866" name="Gather_159985" type="Gather" version="opset8">
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-			<input>
-				<port id="0" precision="I64">
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-			<output>
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-		<layer id="5867" name="ShapeOf_159986" type="ShapeOf" version="opset3">
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-					<dim>40</dim>
-					<dim>-1</dim>
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-		</layer>
-		<layer id="5868" name="Constant_159987" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="5869" name="Constant_159988" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="5870" name="Gather_159989" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-			<output>
-				<port id="3" precision="I64">
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-		</layer>
-		<layer id="5871" name="Add_159990" type="Add" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="5872" name="Constant_136477" type="Const" version="opset1">
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-		<layer id="5873" name="ScatterUpdate_136483" type="ScatterUpdate" version="opset3">
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-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="3" precision="I32">
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-		<layer id="5874" name="Constant_136486" type="Const" version="opset1">
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-				<port id="3" precision="I64">
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-		<layer id="5876" name="__module.model.layers.26.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5169" name="__module.model.layers.26.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
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@@ -88698,7 +80004,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -88706,7 +80012,7 @@
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 		</layer>
-		<layer id="5877" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -88714,7 +80020,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -88727,7 +80033,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -88735,7 +80041,7 @@
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 		</layer>
-		<layer id="5879" name="__module.model.layers.26.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
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@@ -88750,21 +80056,21 @@
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-		<layer id="5881" name="Constant_127037" type="Const" version="opset1">
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-		<layer id="5882" name="Gather_127038" type="Gather" version="opset8">
+		<layer id="5175" name="Gather_176955" type="Gather" version="opset8">
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@@ -88781,7 +80087,7 @@
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-		<layer id="5883" name="__module.model.layers.26.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="5176" name="__module.model.layers.26.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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@@ -88792,12 +80098,12 @@
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 			<output>
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-		<layer id="5884" name="__module.model.layers.26.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="5177" name="__module.model.layers.26.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
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@@ -88811,15 +80117,15 @@
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 			<output>
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-			<data element_type="u4" shape="5120, 40, 128" offset="5168948576" size="13107200" />
+		<layer id="5178" name="self.model.layers.26.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4490500320" size="13107200" />
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -88828,7 +80134,7 @@
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 			</output>
 		</layer>
-		<layer id="5886" name="Convert_207750" type="Convert" version="opset1">
+		<layer id="5179" name="Convert_237109" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -88845,8 +80151,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="5182055776" size="102400" />
+		<layer id="5180" name="self.model.layers.26.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4503607520" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -88855,7 +80161,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5888" name="Convert_207752" type="Convert" version="opset1">
+		<layer id="5181" name="Convert_237111" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -88872,7 +80178,7 @@
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 		</layer>
-		<layer id="5889" name="self.model.layers.26.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5182" name="self.model.layers.26.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -88894,8 +80200,8 @@
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-		<layer id="5890" name="self.model.layers.26.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="5182158176" size="409600" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="4503709920" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
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@@ -88904,7 +80210,7 @@
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 			</output>
 		</layer>
-		<layer id="5891" name="self.model.layers.26.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5184" name="self.model.layers.26.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -88926,7 +80232,7 @@
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 			</output>
 		</layer>
-		<layer id="5892" name="Constant_207757" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
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@@ -88934,7 +80240,7 @@
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 			</output>
 		</layer>
-		<layer id="5893" name="Reshape_207758" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -88953,8 +80259,11 @@
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 			</output>
 		</layer>
-		<layer id="5894" name="self.model.layers.26.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5187" name="__module.model.layers.26.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -88968,13 +80277,13 @@
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 			</output>
 		</layer>
-		<layer id="5895" name="__module.model.layers.26.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5188" name="__module.model.layers.26.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -88982,14 +80291,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4368,4370,hidden_states.689">
+				<port id="2" precision="FP32" names="3712,3714,hidden_states.689">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="5896" name="__module.model.layers.26/aten::add/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89004,15 +80313,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4373,4375,4386,hidden_states.691,hidden_states.693">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="5897" name="Constant_152248" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="5182567776" size="20480" />
+		<layer id="5190" name="Constant_184265" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -89021,7 +80330,7 @@
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 			</output>
 		</layer>
-		<layer id="5898" name="Constant_152247" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -89031,7 +80340,7 @@
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 			</output>
 		</layer>
-		<layer id="5899" name="Constant_152245" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -89041,7 +80350,7 @@
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 			</output>
 		</layer>
-		<layer id="5900" name="__module.model.layers.26.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="5193" name="__module.model.layers.26.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89056,22 +80365,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="5901" name="Constant_13586" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
-				<port id="0" precision="I64" names="4377">
+				<port id="0" precision="I64" names="3721">
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 		</layer>
-		<layer id="5902" name="__module.model.layers.26.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="5195" name="__module.model.layers.26.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89084,14 +80393,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4378,variance.107">
+				<port id="2" precision="FP32" names="3722,variance.107">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5903" name="Constant_152246" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -89101,7 +80410,7 @@
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 			</output>
 		</layer>
-		<layer id="5904" name="__module.model.layers.26.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="5197" name="__module.model.layers.26.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -89116,14 +80425,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4379">
+				<port id="2" precision="FP32" names="3723">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="5905" name="__module.model.layers.26.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="5198" name="__module.model.layers.26.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -89139,7 +80448,7 @@
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 			</output>
 		</layer>
-		<layer id="5906" name="__module.model.layers.26.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="5199" name="__module.model.layers.26.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89154,14 +80463,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4380">
+				<port id="2" precision="FP32" names="3724">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="5907" name="__module.model.layers.26.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5200" name="__module.model.layers.26.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89176,14 +80485,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4381,4382,hidden_states.695,hidden_states.697">
+				<port id="2" precision="FP32" names="3725,3726,hidden_states.695,hidden_states.697">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="5908" name="__module.model.layers.26.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5201" name="__module.model.layers.26.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89198,101 +80507,141 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4383,4385">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u8" shape="13824, 5120" offset="5182588256" size="70778880" />
+		<layer id="5202" name="self.model.layers.26.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
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+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5910" name="Convert_207773" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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 					<dim>13824</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
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-			<data element_type="u8" shape="13824, 1" offset="5253367136" size="13824" />
+		<layer id="5204" name="self.model.layers.26.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="4539529440" size="276480" />
 			<output>
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 					<dim>13824</dim>
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-		<layer id="5912" name="Convert_207776" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
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 					<dim>13824</dim>
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
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+			<output>
+				<port id="2" precision="FP16">
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+					<dim>40</dim>
+					<dim>128</dim>
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+		<layer id="5209" name="Constant_235636" type="Const" version="opset1">
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+			</output>
+		</layer>
+		<layer id="5210" name="Reshape_235637" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
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+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
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@@ -89300,8 +80649,11 @@
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 		</layer>
-		<layer id="5916" name="self.model.layers.26.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5211" name="__module.model.layers.26.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
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@@ -89315,7 +80667,7 @@
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 		</layer>
-		<layer id="5917" name="__module.model.layers.26.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -89329,14 +80681,14 @@
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 			<output>
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 				<port id="0" precision="FP32">
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@@ -89345,15 +80697,15 @@
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-			<data element_type="u4" shape="13824, 40, 128" offset="5253408608" size="35389440" />
+		<layer id="5214" name="self.model.layers.26.mlp.up_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -89362,7 +80714,7 @@
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 		</layer>
-		<layer id="5920" name="Convert_207761" type="Convert" version="opset1">
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 			<input>
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@@ -89379,8 +80731,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="5288798048" size="276480" />
+		<layer id="5216" name="self.model.layers.26.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="4576301280" size="276480" />
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 				<port id="0" precision="U4">
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@@ -89389,7 +80741,7 @@
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 		</layer>
-		<layer id="5922" name="Convert_207763" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -89406,7 +80758,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -89428,8 +80780,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="5289074528" size="1105920" />
+		<layer id="5219" name="self.model.layers.26.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -89438,7 +80790,7 @@
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 		</layer>
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 			<input>
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@@ -89460,15 +80812,15 @@
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-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="5221" name="Constant_235626" type="Const" version="opset1">
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-		<layer id="5927" name="Reshape_207769" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -89487,8 +80839,11 @@
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 		</layer>
-		<layer id="5928" name="self.model.layers.26.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5223" name="__module.model.layers.26.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
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@@ -89502,7 +80857,7 @@
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 		</layer>
-		<layer id="5929" name="__module.model.layers.26.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -89516,14 +80871,14 @@
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 			<output>
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 					<dim>13824</dim>
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 			</output>
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-		<layer id="5930" name="__module.model.layers.26.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5225" name="__module.model.layers.26.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
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@@ -89538,15 +80893,15 @@
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 					<dim>13824</dim>
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-			<data element_type="u4" shape="5120, 108, 128" offset="5290180448" size="35389440" />
+		<layer id="5226" name="self.model.layers.26.mlp.down_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -89555,7 +80910,7 @@
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 		</layer>
-		<layer id="5932" name="Convert_207783" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -89572,8 +80927,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="5325569888" size="276480" />
+		<layer id="5228" name="self.model.layers.26.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 1" offset="4613073120" size="276480" />
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -89582,7 +80937,7 @@
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 		</layer>
-		<layer id="5934" name="Convert_207785" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -89599,7 +80954,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -89621,8 +80976,8 @@
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-			<data element_type="f16" shape="5120, 108, 1" offset="5325846368" size="1105920" />
+		<layer id="5231" name="self.model.layers.26.mlp.down_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -89631,7 +80986,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -89653,15 +81008,15 @@
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-			<data element_type="i32" shape="2" offset="341400920" size="8" />
+		<layer id="5233" name="Constant_235646" type="Const" version="opset1">
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-		<layer id="5939" name="Reshape_207791" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -89680,8 +81035,11 @@
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-		<layer id="5940" name="self.model.layers.26.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5235" name="__module.model.layers.26.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -89695,7 +81053,7 @@
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-		<layer id="5941" name="__module.model.layers.26.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -89709,14 +81067,14 @@
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 					<dim>-1</dim>
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-		<layer id="5942" name="__module.model.layers.26/aten::add/Add_1" type="Add" version="opset1">
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 			<input>
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@@ -89731,15 +81089,15 @@
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 			<output>
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+		<layer id="5238" name="Constant_184269" type="Const" version="opset1">
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@@ -89748,7 +81106,7 @@
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-		<layer id="5944" name="Constant_152251" type="Const" version="opset1">
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@@ -89758,7 +81116,7 @@
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@@ -89768,7 +81126,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -89783,22 +81141,22 @@
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-		<layer id="5947" name="Constant_13657" type="Const" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -89903,14 +81261,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="5954" name="__module.model.layers.27.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5249" name="__module.model.layers.27.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89925,15 +81283,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3760,3762,hidden_states.709">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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+		<layer id="5250" name="self.model.layers.27.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4614476000" size="13107200" />
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -89942,7 +81300,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5956" name="Convert_207816" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -89959,8 +81317,8 @@
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 			</output>
 		</layer>
-		<layer id="5957" name="self.model.layers.27.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="5340079968" size="102400" />
+		<layer id="5252" name="self.model.layers.27.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4627583200" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -89969,7 +81327,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5958" name="Convert_207818" type="Convert" version="opset1">
+		<layer id="5253" name="Convert_237141" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -89986,7 +81344,7 @@
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 			</output>
 		</layer>
-		<layer id="5959" name="self.model.layers.27.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5254" name="self.model.layers.27.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -90008,8 +81366,8 @@
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 			</output>
 		</layer>
-		<layer id="5960" name="self.model.layers.27.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="5340182368" size="409600" />
+		<layer id="5255" name="self.model.layers.27.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4627685600" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -90018,7 +81376,7 @@
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 			</output>
 		</layer>
-		<layer id="5961" name="self.model.layers.27.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5256" name="self.model.layers.27.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -90040,7 +81398,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5962" name="Constant_207823" type="Const" version="opset1">
+		<layer id="5257" name="Constant_237146" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -90048,7 +81406,7 @@
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 			</output>
 		</layer>
-		<layer id="5963" name="Reshape_207824" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -90067,8 +81425,11 @@
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 			</output>
 		</layer>
-		<layer id="5964" name="self.model.layers.27.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5259" name="__module.model.layers.27.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -90082,7 +81443,7 @@
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 			</output>
 		</layer>
-		<layer id="5965" name="__module.model.layers.27.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5260" name="__module.model.layers.27.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -90096,14 +81457,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="5966" name="Constant_161111" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -90111,7 +81472,7 @@
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 			</output>
 		</layer>
-		<layer id="5967" name="__module.model.layers.27.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="5262" name="__module.model.layers.27.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -90124,7 +81485,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3777">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -90132,7 +81493,7 @@
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 		</layer>
-		<layer id="5968" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="5263" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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@@ -90140,7 +81501,7 @@
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 			</output>
 		</layer>
-		<layer id="5969" name="__module.model.layers.27.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="5264" name="__module.model.layers.27.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -90153,7 +81514,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3778,q.55">
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 					<dim>40</dim>
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@@ -90161,142 +81522,7 @@
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-		<layer id="5971" name="__module.model.layers.27.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
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-		<layer id="5972" name="__module.model.layers.27.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
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-					<dim>-1</dim>
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-		<layer id="5973" name="__module.model.layers.27.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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-		<layer id="5974" name="__module.model.layers.27.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
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-			<input>
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-		<layer id="5976" name="__module.model.layers.27.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
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-				<port id="0" precision="FP32">
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-		<layer id="5977" name="__module.model.layers.27.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-		</layer>
-		<layer id="5978" name="__module.model.layers.27.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5265" name="__module.model.layers.27.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90313,7 +81539,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3787">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -90321,23 +81547,7 @@
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-		<layer id="5980" name="Constant_136490" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="5981" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="5266" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90353,13 +81563,13 @@
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 			</output>
 		</layer>
-		<layer id="5982" name="__module.model.layers.27.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="5267" name="__module.model.layers.27.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="5983" name="__module.model.layers.27.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="5268" name="__module.model.layers.27.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -90369,10 +81579,10 @@
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 			<output>
-				<port id="3" precision="I64" names="4470,4475" />
+				<port id="3" precision="I64" names="3788,3793" />
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 		</layer>
-		<layer id="5984" name="__module.model.layers.27.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="5269" name="__module.model.layers.27.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -90382,23 +81592,23 @@
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 			</output>
 		</layer>
-		<layer id="5985" name="__module.model.layers.27.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5270" name="__module.model.layers.27.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
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 			<output>
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-		<layer id="5986" name="Constant_157939" type="Const" version="opset1">
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+		<layer id="5271" name="Constant_139235" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="5987" name="__module.model.layers.27.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="5272" name="__module.model.layers.27.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -90412,53 +81622,31 @@
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-		<layer id="5988" name="Constant_136489" type="Const" version="opset1">
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+		<layer id="5273" name="__module.model.layers.27.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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+		<layer id="5275" name="__module.model.layers.27.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5992" name="__module.model.layers.27.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5276" name="__module.model.layers.27.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -90467,17 +81655,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3797,x2.109">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -90485,8 +81676,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5993" name="Constant_152253" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="5277" name="Constant_184270" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -90496,7 +81687,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5994" name="__module.model.layers.27.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5278" name="__module.model.layers.27.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90513,7 +81704,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4480">
+				<port id="2" precision="FP32" names="3798">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -90521,24 +81712,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5995" name="Constant_136543" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="5279" name="__module.model.layers.27.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5996" name="Constant_136548" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5280" name="__module.model.layers.27.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5997" name="__module.model.layers.27.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5281" name="__module.model.layers.27.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5282" name="__module.model.layers.27.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -90547,17 +81745,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3792">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -90565,7 +81766,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5998" name="__module.model.layers.27.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5283" name="__module.model.layers.27.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90582,7 +81783,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4482">
+				<port id="2" precision="FP32" names="3800">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -90590,41 +81791,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5999" name="__module.model.layers.27.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32" names="4461,4463,4466,sin.163,sin.165">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6000" name="__module.model.layers.27.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="4468,sin.167">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6001" name="__module.model.layers.27.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5284" name="__module.model.layers.27.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90641,7 +81808,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4483">
+				<port id="2" precision="FP32" names="3801">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -90649,7 +81816,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6002" name="__module.model.layers.27.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="5285" name="__module.model.layers.27.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90666,7 +81833,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4484">
+				<port id="2" precision="FP32" names="3802">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -90674,13 +81841,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6003" name="Constant_199036" type="Const" version="opset1">
+		<layer id="5286" name="Constant_210254" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6004" name="Constant_199029" type="Const" version="opset1">
+		<layer id="5287" name="Constant_210247" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -90688,7 +81855,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6005" name="Constant_199031" type="Const" version="opset1">
+		<layer id="5288" name="Constant_210249" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -90696,7 +81863,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6006" name="Constant_199033" type="Const" version="opset1">
+		<layer id="5289" name="Constant_210251" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -90704,7 +81871,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6007" name="Concat_199034" type="Concat" version="opset1">
+		<layer id="5290" name="Concat_210252" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -90726,7 +81893,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6008" name="Broadcast_199037" type="Broadcast" version="opset3">
+		<layer id="5291" name="Broadcast_210255" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -90743,7 +81910,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6009" name="ReadValue_192117" type="ReadValue" version="opset6">
+		<layer id="5292" name="ReadValue_205975" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.27.keypresent.27.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90762,13 +81929,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6010" name="Constant_185850" type="Const" version="opset1">
+		<layer id="5293" name="Constant_202361" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6011" name="Gather_185851" type="Gather" version="opset8">
+		<layer id="5294" name="Gather_202362" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90791,94 +81958,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6012" name="self.model.layers.27.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="5340591968" size="26214400" />
+		<layer id="5295" name="self.model.layers.27.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4628095200" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6013" name="Convert_207795" type="Convert" version="opset1">
+		<layer id="5296" name="Convert_237129" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6014" name="self.model.layers.27.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="5366806368" size="5120" />
+		<layer id="5297" name="self.model.layers.27.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4641202400" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6015" name="Convert_207798" type="Convert" version="opset1">
+		<layer id="5298" name="Convert_237131" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6016" name="self.model.layers.27.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5299" name="self.model.layers.27.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6017" name="self.model.layers.27.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="5366811488" size="10240" />
+		<layer id="5300" name="self.model.layers.27.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4641304800" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6018" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5301" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5302" name="Constant_237136" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5303" name="Reshape_237137" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -90886,8 +82093,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6019" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5304" name="__module.model.layers.27.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -90901,7 +82111,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6020" name="__module.model.layers.27.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5305" name="__module.model.layers.27.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90915,14 +82125,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4430,key_states.59">
+				<port id="2" precision="FP32" names="3773,key_states.59">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6021" name="Constant_161112" type="Const" version="opset1">
+		<layer id="5306" name="Constant_191676" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -90930,7 +82140,7 @@
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 			</output>
 		</layer>
-		<layer id="6022" name="__module.model.layers.27.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5307" name="__module.model.layers.27.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90943,7 +82153,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3780">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -90951,7 +82161,7 @@
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 		</layer>
-		<layer id="6023" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="5308" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -90959,7 +82169,7 @@
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 			</output>
 		</layer>
-		<layer id="6024" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="5309" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -90972,7 +82182,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4438,k.55">
+				<port id="2" precision="FP32" names="3781,k.55">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -90980,7 +82190,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6025" name="__module.model.layers.27.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5310" name="__module.model.layers.27.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90997,7 +82207,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4485">
+				<port id="2" precision="FP32" names="3803">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -91005,23 +82215,7 @@
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 			</output>
 		</layer>
-		<layer id="6026" name="Constant_136591" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="6027" name="Constant_136590" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="6028" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="5311" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91037,13 +82231,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6029" name="__module.model.layers.27.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="5312" name="__module.model.layers.27.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6030" name="__module.model.layers.27.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="5313" name="__module.model.layers.27.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -91053,10 +82247,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4486,4491" />
+				<port id="3" precision="I64" names="3804,3809" />
 			</output>
 		</layer>
-		<layer id="6031" name="__module.model.layers.27.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="5314" name="__module.model.layers.27.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -91066,23 +82260,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6032" name="__module.model.layers.27.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5315" name="__module.model.layers.27.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4488,4489,4493,4494" />
+				<port id="1" precision="I64" names="3806,3807,3811,3812" />
 			</output>
 		</layer>
-		<layer id="6033" name="Constant_157941" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="5316" name="Constant_139236" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6034" name="__module.model.layers.27.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="5317" name="__module.model.layers.27.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -91096,53 +82290,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6035" name="Constant_136589" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5318" name="__module.model.layers.27.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="6036" name="ScatterUpdate_136592" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="6037" name="Constant_136595" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="5319" name="__module.model.layers.27.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6038" name="Constant_136598" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5320" name="__module.model.layers.27.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6039" name="__module.model.layers.27.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5321" name="__module.model.layers.27.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -91151,17 +82323,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3813,x2.111">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -91169,8 +82344,8 @@
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 			</output>
 		</layer>
-		<layer id="6040" name="Constant_152254" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="5322" name="Constant_184271" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -91180,7 +82355,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6041" name="__module.model.layers.27.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5323" name="__module.model.layers.27.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91197,7 +82372,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4496">
+				<port id="2" precision="FP32" names="3814">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -91205,24 +82380,31 @@
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 			</output>
 		</layer>
-		<layer id="6042" name="Constant_136643" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="5324" name="__module.model.layers.27.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6043" name="Constant_136648" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5325" name="__module.model.layers.27.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5326" name="__module.model.layers.27.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6044" name="__module.model.layers.27.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5327" name="__module.model.layers.27.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -91231,17 +82413,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4490">
+				<port id="5" precision="FP32" names="3808">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -91249,7 +82434,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6045" name="__module.model.layers.27.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5328" name="__module.model.layers.27.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91266,7 +82451,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4498">
+				<port id="2" precision="FP32" names="3816">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -91274,7 +82459,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6046" name="__module.model.layers.27.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5329" name="__module.model.layers.27.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91291,7 +82476,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4499">
+				<port id="2" precision="FP32" names="3817">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -91299,7 +82484,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6047" name="__module.model.layers.27.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="5330" name="__module.model.layers.27.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91316,7 +82501,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4500">
+				<port id="2" precision="FP32" names="3818">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -91324,7 +82509,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6048" name="__module.model.layers.27.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5331" name="__module.model.layers.27.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91349,13 +82534,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6049" name="Constant_199049" type="Const" version="opset1">
+		<layer id="5332" name="Constant_210241" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6050" name="Constant_199042" type="Const" version="opset1">
+		<layer id="5333" name="Constant_210234" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -91363,7 +82548,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6051" name="Constant_199044" type="Const" version="opset1">
+		<layer id="5334" name="Constant_210236" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -91371,7 +82556,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6052" name="Constant_199046" type="Const" version="opset1">
+		<layer id="5335" name="Constant_210238" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -91379,7 +82564,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6053" name="Concat_199047" type="Concat" version="opset1">
+		<layer id="5336" name="Concat_210239" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -91401,7 +82586,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6054" name="Broadcast_199050" type="Broadcast" version="opset3">
+		<layer id="5337" name="Broadcast_210242" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -91418,7 +82603,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6055" name="ReadValue_192119" type="ReadValue" version="opset6">
+		<layer id="5338" name="ReadValue_205977" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.27.valuepresent.27.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91437,13 +82622,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6056" name="Constant_185853" type="Const" version="opset1">
+		<layer id="5339" name="Constant_202364" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6057" name="Gather_185854" type="Gather" version="opset8">
+		<layer id="5340" name="Gather_202365" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91466,94 +82651,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6058" name="self.model.layers.27.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="5366821728" size="26214400" />
+		<layer id="5341" name="self.model.layers.27.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4641714400" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6059" name="Convert_207806" type="Convert" version="opset1">
+		<layer id="5342" name="Convert_237119" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
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 		</layer>
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 			<input>
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 					<dim>5120</dim>
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 		</layer>
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 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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+			<data element_type="f16" shape="5120, 40, 1" offset="4654924000" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+		<layer id="5348" name="Constant_237126" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I32">
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+			</output>
+		</layer>
+		<layer id="5349" name="Reshape_237127" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
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 					<dim>5120</dim>
@@ -91561,8 +82786,11 @@
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 		</layer>
-		<layer id="6065" name="self.model.layers.27.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -91576,7 +82804,7 @@
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 		</layer>
-		<layer id="6066" name="__module.model.layers.27.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="6067" name="Constant_161113" type="Const" version="opset1">
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@@ -91605,7 +82833,7 @@
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 		</layer>
-		<layer id="6068" name="__module.model.layers.27.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
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@@ -91618,7 +82846,7 @@
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 			</input>
 			<output>
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 					<dim>40</dim>
@@ -91626,7 +82854,7 @@
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 		</layer>
-		<layer id="6069" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="5354" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -91634,7 +82862,7 @@
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 		</layer>
-		<layer id="6070" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -91647,7 +82875,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -91655,7 +82883,7 @@
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 		</layer>
-		<layer id="6071" name="__module.model.layers.27.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5356" name="__module.model.layers.27.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91680,206 +82908,7 @@
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-		<layer id="6088" name="__module.model.layers.27.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5357" name="__module.model.layers.27.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91908,7 +82937,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -91916,7 +82945,7 @@
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 		</layer>
-		<layer id="6089" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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 				<port id="0" precision="I32">
@@ -91924,7 +82953,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -91937,7 +82966,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -91945,7 +82974,7 @@
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 		</layer>
-		<layer id="6091" name="__module.model.layers.27.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91960,21 +82989,21 @@
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 				<port id="0" precision="I64">
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-		<layer id="6093" name="Constant_127047" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
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-		<layer id="6094" name="Gather_127048" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -91991,7 +83020,7 @@
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 		</layer>
-		<layer id="6095" name="__module.model.layers.27.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="5364" name="__module.model.layers.27.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
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@@ -92002,12 +83031,12 @@
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 			<output>
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@@ -92021,15 +83050,15 @@
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@@ -92038,7 +83067,7 @@
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@@ -92055,8 +83084,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="5406158688" size="102400" />
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@@ -92065,7 +83094,7 @@
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-		<layer id="6100" name="Convert_207829" type="Convert" version="opset1">
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@@ -92082,7 +83111,7 @@
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@@ -92104,8 +83133,8 @@
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-			<data element_type="f16" shape="5120, 40, 1" offset="5406261088" size="409600" />
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@@ -92114,7 +83143,7 @@
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@@ -92136,7 +83165,7 @@
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-		<layer id="6104" name="Constant_207834" type="Const" version="opset1">
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@@ -92144,7 +83173,7 @@
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-		<layer id="6105" name="Reshape_207835" type="Reshape" version="opset1">
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 			<input>
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@@ -92163,8 +83192,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
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@@ -92178,13 +83210,13 @@
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 					<dim>5120</dim>
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-			<data element_type="f32" shape="1, 1, 5120" offset="5406670688" size="20480" />
+		<layer id="5378" name="Constant_184275" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -92231,7 +83263,7 @@
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-		<layer id="6110" name="Constant_152257" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
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@@ -92241,7 +83273,7 @@
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-		<layer id="6111" name="Constant_152255" type="Const" version="opset1">
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@@ -92251,7 +83283,7 @@
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+		<layer id="5381" name="__module.model.layers.27.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -92266,22 +83298,22 @@
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-		<layer id="6113" name="Constant_14079" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
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 			<data keep_dims="true" />
 			<input>
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@@ -92294,14 +83326,14 @@
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 					<dim>-1</dim>
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-		<layer id="6115" name="Constant_152256" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
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@@ -92311,7 +83343,7 @@
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-		<layer id="6116" name="__module.model.layers.27.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="5385" name="__module.model.layers.27.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -92326,14 +83358,14 @@
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-		<layer id="6117" name="__module.model.layers.27.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="5386" name="__module.model.layers.27.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -92349,7 +83381,7 @@
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-		<layer id="6118" name="__module.model.layers.27.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -92364,14 +83396,14 @@
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+		<layer id="5388" name="__module.model.layers.27.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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+				<port id="2" precision="FP32" names="3847,3848,hidden_states.721,hidden_states.723">
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+		<layer id="5389" name="__module.model.layers.27.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -92408,15 +83440,15 @@
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 					<dim>-1</dim>
 					<dim>5120</dim>
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+		<layer id="5390" name="self.model.layers.27.mlp.gate_proj.weight" type="Const" version="opset1">
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 					<dim>13824</dim>
@@ -92425,7 +83457,7 @@
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-		<layer id="6122" name="Convert_207849" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -92442,8 +83474,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="5442080608" size="276480" />
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+			<data element_type="u4" shape="13824, 40, 1" offset="4704362720" size="276480" />
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 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -92452,7 +83484,7 @@
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-		<layer id="6124" name="Convert_207851" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -92469,7 +83501,7 @@
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@@ -92491,8 +83523,8 @@
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@@ -92501,7 +83533,7 @@
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@@ -92523,15 +83555,15 @@
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@@ -92550,8 +83582,11 @@
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-		<layer id="6130" name="self.model.layers.27.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -92565,7 +83600,7 @@
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 				<port id="0" precision="FP32">
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-		<layer id="6134" name="Convert_207839" type="Convert" version="opset1">
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-			<data element_type="u8" shape="13824, 1" offset="5514241888" size="13824" />
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+					<dim>128</dim>
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+		<layer id="5409" name="Constant_235656" type="Const" version="opset1">
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@@ -92697,8 +83772,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -92712,7 +83790,7 @@
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@@ -92748,15 +83826,15 @@
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@@ -92765,7 +83843,7 @@
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 			<input>
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@@ -92782,8 +83860,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="5549672800" size="276480" />
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 				<port id="0" precision="U4">
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@@ -92792,7 +83870,7 @@
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-		<layer id="6146" name="Convert_207862" type="Convert" version="opset1">
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 			<input>
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@@ -92809,7 +83887,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -92831,8 +83909,8 @@
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 				<port id="0" precision="FP16">
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@@ -92841,7 +83919,7 @@
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 		</layer>
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@@ -92863,15 +83941,15 @@
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@@ -92890,8 +83968,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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 				<port id="0" precision="FP16">
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@@ -92905,7 +83986,7 @@
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 		</layer>
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@@ -92919,14 +84000,14 @@
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 		</layer>
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@@ -92941,15 +84022,15 @@
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 			<output>
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+		<layer id="5426" name="Constant_184279" type="Const" version="opset1">
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@@ -92958,7 +84039,7 @@
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-		<layer id="6156" name="Constant_152261" type="Const" version="opset1">
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@@ -92968,7 +84049,7 @@
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@@ -92978,7 +84059,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -92993,22 +84074,22 @@
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 					<dim>5120</dim>
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-		<layer id="6159" name="Constant_14150" type="Const" version="opset1">
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 			<input>
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@@ -93021,14 +84102,14 @@
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 			<output>
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-		<layer id="6161" name="Constant_152260" type="Const" version="opset1">
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@@ -93038,7 +84119,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -93053,14 +84134,14 @@
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@@ -93076,7 +84157,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -93091,14 +84172,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -93113,14 +84194,14 @@
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -93152,7 +84233,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6168" name="Convert_207893" type="Convert" version="opset1">
+		<layer id="5439" name="Convert_237179" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -93169,8 +84250,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6169" name="self.model.layers.28.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="5564182880" size="102400" />
+		<layer id="5440" name="self.model.layers.28.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4792416480" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -93179,7 +84260,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6170" name="Convert_207895" type="Convert" version="opset1">
+		<layer id="5441" name="Convert_237181" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -93196,7 +84277,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6171" name="self.model.layers.28.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5442" name="self.model.layers.28.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -93218,8 +84299,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6172" name="self.model.layers.28.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="5564285280" size="409600" />
+		<layer id="5443" name="self.model.layers.28.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4792518880" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -93228,7 +84309,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6173" name="self.model.layers.28.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5444" name="self.model.layers.28.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -93250,7 +84331,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6174" name="Constant_207900" type="Const" version="opset1">
+		<layer id="5445" name="Constant_237186" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -93258,7 +84339,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6175" name="Reshape_207901" type="Reshape" version="opset1">
+		<layer id="5446" name="Reshape_237187" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -93277,8 +84358,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6176" name="self.model.layers.28.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5447" name="__module.model.layers.28.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -93292,7 +84376,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6177" name="__module.model.layers.28.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5448" name="__module.model.layers.28.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93306,14 +84390,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4576,query_states.57">
+				<port id="2" precision="FP32" names="3893,query_states.57">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6178" name="Constant_161114" type="Const" version="opset1">
+		<layer id="5449" name="Constant_191678" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -93321,7 +84405,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6179" name="__module.model.layers.28.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="5450" name="__module.model.layers.28.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93334,7 +84418,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4582">
+				<port id="2" precision="FP32" names="3899">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -93342,7 +84426,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6180" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="5451" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -93350,7 +84434,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6181" name="__module.model.layers.28.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="5452" name="__module.model.layers.28.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93363,7 +84447,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4583,q.57">
+				<port id="2" precision="FP32" names="3900,q.57">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -93371,142 +84455,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6182" name="__module.model.layers.28.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 64, 1" offset="177596264" size="256" />
-			<output>
-				<port id="0" precision="FP32" names="4594">
-					<dim>1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6183" name="__module.model.layers.28.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>3</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="4597,4602,inv_freq_expanded.113,inv_freq_expanded.115">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6184" name="__module.model.layers.28.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
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-			</input>
-			<output>
-				<port id="2" precision="FP32" names="4604">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6185" name="__module.model.layers.28.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="177596528" size="12" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>3</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6186" name="__module.model.layers.28.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>3</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="4605">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6187" name="__module.model.layers.28.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="4607,emb.57">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6188" name="__module.model.layers.28.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32" names="4608,4610,4613,cos.169,cos.171">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6189" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="4615,cos.173">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6190" name="__module.model.layers.28.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5453" name="__module.model.layers.28.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93523,7 +84472,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4617">
+				<port id="2" precision="FP32" names="3909">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -93531,23 +84480,7 @@
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 			</output>
 		</layer>
-		<layer id="6191" name="Constant_136703" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
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-		</layer>
-		<layer id="6192" name="Constant_136702" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="6193" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="5454" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93563,13 +84496,13 @@
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 			</output>
 		</layer>
-		<layer id="6194" name="__module.model.layers.28.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="5455" name="__module.model.layers.28.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6195" name="__module.model.layers.28.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="5456" name="__module.model.layers.28.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93579,10 +84512,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4618,4623" />
+				<port id="3" precision="I64" names="3910,3915" />
 			</output>
 		</layer>
-		<layer id="6196" name="__module.model.layers.28.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="5457" name="__module.model.layers.28.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -93592,23 +84525,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6197" name="__module.model.layers.28.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5458" name="__module.model.layers.28.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4620,4621,4625,4626" />
+				<port id="1" precision="I64" names="3912,3913,3917,3918" />
 			</output>
 		</layer>
-		<layer id="6198" name="Constant_157943" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="5459" name="Constant_139240" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6199" name="__module.model.layers.28.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="5460" name="__module.model.layers.28.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -93622,53 +84555,31 @@
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 			</output>
 		</layer>
-		<layer id="6200" name="Constant_136701" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5461" name="__module.model.layers.28.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="6201" name="ScatterUpdate_136704" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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 			</output>
 		</layer>
-		<layer id="6202" name="Constant_136707" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="5462" name="__module.model.layers.28.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6203" name="Constant_136710" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5463" name="__module.model.layers.28.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6204" name="__module.model.layers.28.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5464" name="__module.model.layers.28.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93677,17 +84588,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3919,x2.113">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -93695,8 +84609,8 @@
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="5465" name="Constant_184280" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -93706,7 +84620,7 @@
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 			</output>
 		</layer>
-		<layer id="6206" name="__module.model.layers.28.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5466" name="__module.model.layers.28.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93723,7 +84637,7 @@
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -93731,24 +84645,31 @@
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 		</layer>
-		<layer id="6207" name="Constant_136755" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="5467" name="__module.model.layers.28.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
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+		</layer>
+		<layer id="5468" name="__module.model.layers.28.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5469" name="__module.model.layers.28.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5470" name="__module.model.layers.28.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93757,17 +84678,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -93775,7 +84699,7 @@
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 			</output>
 		</layer>
-		<layer id="6210" name="__module.model.layers.28.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5471" name="__module.model.layers.28.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93792,7 +84716,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3922">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -93800,41 +84724,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="6213" name="__module.model.layers.28.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5472" name="__module.model.layers.28.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93851,7 +84741,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4631">
+				<port id="2" precision="FP32" names="3923">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -93859,7 +84749,7 @@
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 			</output>
 		</layer>
-		<layer id="6214" name="__module.model.layers.28.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="5473" name="__module.model.layers.28.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93876,7 +84766,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4632">
+				<port id="2" precision="FP32" names="3924">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -93884,13 +84774,13 @@
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 			</output>
 		</layer>
-		<layer id="6215" name="Constant_199062" type="Const" version="opset1">
+		<layer id="5474" name="Constant_210280" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6216" name="Constant_199055" type="Const" version="opset1">
+		<layer id="5475" name="Constant_210273" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -93898,7 +84788,7 @@
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 			</output>
 		</layer>
-		<layer id="6217" name="Constant_199057" type="Const" version="opset1">
+		<layer id="5476" name="Constant_210275" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -93906,7 +84796,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6218" name="Constant_199059" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -93914,7 +84804,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6219" name="Concat_199060" type="Concat" version="opset1">
+		<layer id="5478" name="Concat_210278" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93936,7 +84826,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6220" name="Broadcast_199063" type="Broadcast" version="opset3">
+		<layer id="5479" name="Broadcast_210281" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -93953,7 +84843,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6221" name="ReadValue_192121" type="ReadValue" version="opset6">
+		<layer id="5480" name="ReadValue_205979" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.28.keypresent.28.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93972,13 +84862,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6222" name="Constant_185856" type="Const" version="opset1">
+		<layer id="5481" name="Constant_202367" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6223" name="Gather_185857" type="Gather" version="opset8">
+		<layer id="5482" name="Gather_202368" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94001,8 +84891,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 128" offset="5564694880" size="13107200" />
+		<layer id="5483" name="self.model.layers.28.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4792928480" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -94011,7 +84901,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6225" name="Convert_207871" type="Convert" version="opset1">
+		<layer id="5484" name="Convert_237169" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -94028,8 +84918,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6226" name="self.model.layers.28.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="5577802080" size="102400" />
+		<layer id="5485" name="self.model.layers.28.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4806035680" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -94038,7 +84928,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6227" name="Convert_207873" type="Convert" version="opset1">
+		<layer id="5486" name="Convert_237171" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -94055,7 +84945,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -94077,8 +84967,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 40, 1" offset="5577904480" size="409600" />
+		<layer id="5488" name="self.model.layers.28.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4806138080" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -94087,7 +84977,7 @@
 				</port>
 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -94109,7 +84999,7 @@
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 			</output>
 		</layer>
-		<layer id="6231" name="Constant_207878" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -94117,7 +85007,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6232" name="Reshape_207879" type="Reshape" version="opset1">
+		<layer id="5491" name="Reshape_237177" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -94136,8 +85026,11 @@
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 			</output>
 		</layer>
-		<layer id="6233" name="self.model.layers.28.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5492" name="__module.model.layers.28.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -94151,7 +85044,7 @@
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 			</output>
 		</layer>
-		<layer id="6234" name="__module.model.layers.28.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5493" name="__module.model.layers.28.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94165,14 +85058,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4578,key_states.61">
+				<port id="2" precision="FP32" names="3895,key_states.61">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6235" name="Constant_161115" type="Const" version="opset1">
+		<layer id="5494" name="Constant_191679" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -94180,7 +85073,7 @@
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 		</layer>
-		<layer id="6236" name="__module.model.layers.28.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5495" name="__module.model.layers.28.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94193,7 +85086,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3902">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -94201,7 +85094,7 @@
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 		</layer>
-		<layer id="6237" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="5496" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -94209,7 +85102,7 @@
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 			</output>
 		</layer>
-		<layer id="6238" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="5497" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -94222,7 +85115,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4586,k.57">
+				<port id="2" precision="FP32" names="3903,k.57">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -94230,7 +85123,7 @@
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 			</output>
 		</layer>
-		<layer id="6239" name="__module.model.layers.28.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5498" name="__module.model.layers.28.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94247,7 +85140,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -94255,23 +85148,7 @@
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94287,13 +85164,13 @@
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 			</output>
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-		<layer id="6243" name="__module.model.layers.28.self_attn/aten::size/Constant_5" type="Const" version="opset1">
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 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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 		</layer>
-		<layer id="6244" name="__module.model.layers.28.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="5501" name="__module.model.layers.28.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -94303,10 +85180,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4634,4639" />
+				<port id="3" precision="I64" names="3926,3931" />
 			</output>
 		</layer>
-		<layer id="6245" name="__module.model.layers.28.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="5502" name="__module.model.layers.28.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -94316,23 +85193,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6246" name="__module.model.layers.28.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5503" name="__module.model.layers.28.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4636,4637,4641,4642" />
+				<port id="1" precision="I64" names="3928,3929,3933,3934" />
 			</output>
 		</layer>
-		<layer id="6247" name="Constant_157945" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="5504" name="Constant_139241" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6248" name="__module.model.layers.28.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="5505" name="__module.model.layers.28.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -94346,53 +85223,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6249" name="Constant_136801" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5506" name="__module.model.layers.28.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="6250" name="ScatterUpdate_136804" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="6251" name="Constant_136807" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="5507" name="__module.model.layers.28.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6252" name="Constant_136810" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5508" name="__module.model.layers.28.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6253" name="__module.model.layers.28.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5509" name="__module.model.layers.28.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -94401,17 +85256,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4643,x2.115">
+				<port id="5" precision="FP32" names="3935,x2.115">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -94419,8 +85277,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6254" name="Constant_152264" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="5510" name="Constant_184281" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -94430,7 +85288,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6255" name="__module.model.layers.28.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5511" name="__module.model.layers.28.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94447,7 +85305,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4644">
+				<port id="2" precision="FP32" names="3936">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -94455,24 +85313,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6256" name="Constant_136855" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="5512" name="__module.model.layers.28.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6257" name="Constant_136860" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5513" name="__module.model.layers.28.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6258" name="__module.model.layers.28.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5514" name="__module.model.layers.28.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5515" name="__module.model.layers.28.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -94481,17 +85346,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4638">
+				<port id="5" precision="FP32" names="3930">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -94499,7 +85367,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6259" name="__module.model.layers.28.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5516" name="__module.model.layers.28.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94516,7 +85384,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4646">
+				<port id="2" precision="FP32" names="3938">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -94524,7 +85392,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6260" name="__module.model.layers.28.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5517" name="__module.model.layers.28.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94541,7 +85409,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4647">
+				<port id="2" precision="FP32" names="3939">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -94549,7 +85417,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6261" name="__module.model.layers.28.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="5518" name="__module.model.layers.28.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94566,7 +85434,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4648">
+				<port id="2" precision="FP32" names="3940">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -94574,7 +85442,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6262" name="__module.model.layers.28.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5519" name="__module.model.layers.28.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94599,13 +85467,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6263" name="Constant_199075" type="Const" version="opset1">
+		<layer id="5520" name="Constant_210267" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6264" name="Constant_199068" type="Const" version="opset1">
+		<layer id="5521" name="Constant_210260" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -94613,7 +85481,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6265" name="Constant_199070" type="Const" version="opset1">
+		<layer id="5522" name="Constant_210262" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -94621,7 +85489,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6266" name="Constant_199072" type="Const" version="opset1">
+		<layer id="5523" name="Constant_210264" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -94629,7 +85497,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6267" name="Concat_199073" type="Concat" version="opset1">
+		<layer id="5524" name="Concat_210265" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -94651,7 +85519,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6268" name="Broadcast_199076" type="Broadcast" version="opset3">
+		<layer id="5525" name="Broadcast_210268" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -94668,7 +85536,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6269" name="ReadValue_192123" type="ReadValue" version="opset6">
+		<layer id="5526" name="ReadValue_205981" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.28.valuepresent.28.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94687,13 +85555,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6270" name="Constant_185859" type="Const" version="opset1">
+		<layer id="5527" name="Constant_202370" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6271" name="Gather_185860" type="Gather" version="opset8">
+		<layer id="5528" name="Gather_202371" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94716,94 +85584,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6272" name="self.model.layers.28.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="5578314080" size="26214400" />
+		<layer id="5529" name="self.model.layers.28.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4806547680" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6273" name="Convert_207883" type="Convert" version="opset1">
+		<layer id="5530" name="Convert_237159" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6274" name="self.model.layers.28.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="5604528480" size="5120" />
+		<layer id="5531" name="self.model.layers.28.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4819654880" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6275" name="Convert_207886" type="Convert" version="opset1">
+		<layer id="5532" name="Convert_237161" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6276" name="self.model.layers.28.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5533" name="self.model.layers.28.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="5604533600" size="10240" />
+		<layer id="5534" name="self.model.layers.28.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4819757280" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6278" name="self.model.layers.28.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5535" name="self.model.layers.28.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5536" name="Constant_237166" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5537" name="Reshape_237167" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -94811,8 +85719,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6279" name="self.model.layers.28.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5538" name="__module.model.layers.28.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -94826,7 +85737,7 @@
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 			</output>
 		</layer>
-		<layer id="6280" name="__module.model.layers.28.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5539" name="__module.model.layers.28.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -94840,14 +85751,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3897,value_states.57">
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 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6281" name="Constant_161116" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -94855,7 +85766,7 @@
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 			</output>
 		</layer>
-		<layer id="6282" name="__module.model.layers.28.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="5541" name="__module.model.layers.28.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94868,7 +85779,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -94876,7 +85787,7 @@
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 		</layer>
-		<layer id="6283" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="5542" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
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@@ -94884,7 +85795,7 @@
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 			</output>
 		</layer>
-		<layer id="6284" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5543" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -94897,7 +85808,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3906">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -94905,7 +85816,7 @@
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 			</output>
 		</layer>
-		<layer id="6285" name="__module.model.layers.28.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5544" name="__module.model.layers.28.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94930,206 +85841,7 @@
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-					<dim>-1</dim>
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-			<data element_type="i64" shape="1" offset="177596580" size="8" />
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-		</layer>
-		<layer id="6291" name="Constant_160134" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="6292" name="Gather_160135" type="Gather" version="opset8">
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-			<input>
-				<port id="0" precision="I64">
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-				<port id="2" precision="I64" />
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-		<layer id="6293" name="ShapeOf_160136" type="ShapeOf" version="opset3">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>40</dim>
-					<dim>-1</dim>
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-		</layer>
-		<layer id="6294" name="Constant_160137" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		<layer id="6295" name="Constant_160138" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="6296" name="Gather_160139" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="6297" name="Add_160140" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-			<output>
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-				</port>
-			</output>
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-		<layer id="6298" name="Constant_136901" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6299" name="ScatterUpdate_136907" type="ScatterUpdate" version="opset3">
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			<output>
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-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6300" name="Constant_136910" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="6301" name="__module.model.layers.28.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
-			<input>
-				<port id="0" precision="FP32">
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-				</port>
-				<port id="2" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="3" precision="I64">
-					<dim>4</dim>
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-			<output>
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-					<dim>-1</dim>
-					<dim>-1</dim>
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-		<layer id="6302" name="__module.model.layers.28.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5545" name="__module.model.layers.28.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95158,7 +85870,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4658,attn_output.113">
+				<port id="4" precision="FP32" names="3950,attn_output.113">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -95166,7 +85878,7 @@
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 			</output>
 		</layer>
-		<layer id="6303" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="5546" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -95174,7 +85886,7 @@
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 			</output>
 		</layer>
-		<layer id="6304" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5547" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95187,7 +85899,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4659">
+				<port id="2" precision="FP32" names="3951">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -95195,7 +85907,7 @@
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 			</output>
 		</layer>
-		<layer id="6305" name="__module.model.layers.28.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="5548" name="__module.model.layers.28.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95210,21 +85922,21 @@
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 			</output>
 		</layer>
-		<layer id="6306" name="Constant_127056" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="5549" name="Constant_176973" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204835008" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6307" name="Constant_127057" type="Const" version="opset1">
+		<layer id="5550" name="Constant_176974" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6308" name="Gather_127058" type="Gather" version="opset8">
+		<layer id="5551" name="Gather_176975" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -95241,7 +85953,7 @@
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 			</output>
 		</layer>
-		<layer id="6309" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="5552" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -95252,12 +85964,12 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="4661">
+				<port id="2" precision="I64" names="3953">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6310" name="__module.model.layers.28.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="5553" name="__module.model.layers.28.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95271,15 +85983,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4662">
+				<port id="2" precision="FP32" names="3954">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6311" name="self.model.layers.28.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="5604543840" size="13107200" />
+		<layer id="5554" name="self.model.layers.28.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4820166880" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -95288,7 +86000,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6312" name="Convert_207904" type="Convert" version="opset1">
+		<layer id="5555" name="Convert_237189" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95305,8 +86017,8 @@
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 			</output>
 		</layer>
-		<layer id="6313" name="self.model.layers.28.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="5617651040" size="102400" />
+		<layer id="5556" name="self.model.layers.28.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4833274080" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -95315,7 +86027,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6314" name="Convert_207906" type="Convert" version="opset1">
+		<layer id="5557" name="Convert_237191" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95332,7 +86044,7 @@
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 			</output>
 		</layer>
-		<layer id="6315" name="self.model.layers.28.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5558" name="self.model.layers.28.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95354,8 +86066,8 @@
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 			</output>
 		</layer>
-		<layer id="6316" name="self.model.layers.28.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="5617753440" size="409600" />
+		<layer id="5559" name="self.model.layers.28.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4833376480" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -95364,7 +86076,7 @@
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 			</output>
 		</layer>
-		<layer id="6317" name="self.model.layers.28.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95386,7 +86098,7 @@
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 			</output>
 		</layer>
-		<layer id="6318" name="Constant_207911" type="Const" version="opset1">
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@@ -95394,7 +86106,7 @@
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@@ -95413,8 +86125,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
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@@ -95428,13 +86143,13 @@
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@@ -95442,14 +86157,14 @@
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@@ -95464,15 +86179,15 @@
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 					<dim>5120</dim>
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-			<data element_type="f32" shape="1, 1, 5120" offset="5618163040" size="20480" />
+		<layer id="5566" name="Constant_184285" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -95481,7 +86196,7 @@
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-		<layer id="6324" name="Constant_152267" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
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@@ -95491,7 +86206,7 @@
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-		<layer id="6325" name="Constant_152265" type="Const" version="opset1">
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@@ -95501,7 +86216,7 @@
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+		<layer id="5569" name="__module.model.layers.28.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -95516,22 +86231,22 @@
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-		<layer id="6327" name="Constant_14572" type="Const" version="opset1">
+		<layer id="5570" name="Constant_12081" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
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-		<layer id="6328" name="__module.model.layers.28.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="5571" name="__module.model.layers.28.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -95544,14 +86259,14 @@
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+				<port id="2" precision="FP32" names="3966,variance.115">
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-		<layer id="6329" name="Constant_152266" type="Const" version="opset1">
+		<layer id="5572" name="Constant_184283" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
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@@ -95561,7 +86276,7 @@
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 		</layer>
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+		<layer id="5573" name="__module.model.layers.28.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -95576,14 +86291,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3967">
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-		<layer id="6331" name="__module.model.layers.28.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="5574" name="__module.model.layers.28.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95599,7 +86314,7 @@
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 			</output>
 		</layer>
-		<layer id="6332" name="__module.model.layers.28.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="5575" name="__module.model.layers.28.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -95614,14 +86329,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3968">
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 		</layer>
-		<layer id="6333" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5576" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -95636,14 +86351,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3969,3970,hidden_states.747,hidden_states.749">
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 					<dim>5120</dim>
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 		</layer>
-		<layer id="6334" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5577" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -95658,15 +86373,15 @@
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 			<output>
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 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u4" shape="13824, 40, 128" offset="5618183520" size="35389440" />
+		<layer id="5578" name="self.model.layers.28.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="4833806560" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -95675,7 +86390,7 @@
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 		</layer>
-		<layer id="6336" name="Convert_207926" type="Convert" version="opset1">
+		<layer id="5579" name="Convert_235689" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95692,8 +86407,8 @@
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-		<layer id="6337" name="self.model.layers.28.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="5653572960" size="276480" />
+		<layer id="5580" name="self.model.layers.28.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="4869196000" size="276480" />
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 				<port id="0" precision="U4">
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@@ -95702,7 +86417,7 @@
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 		</layer>
-		<layer id="6338" name="Convert_207928" type="Convert" version="opset1">
+		<layer id="5581" name="Convert_235691" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95719,7 +86434,7 @@
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 		</layer>
-		<layer id="6339" name="self.model.layers.28.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5582" name="self.model.layers.28.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95741,8 +86456,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="5653849440" size="1105920" />
+		<layer id="5583" name="self.model.layers.28.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -95751,7 +86466,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95773,15 +86488,15 @@
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-		<layer id="6342" name="Constant_207933" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="5585" name="Constant_235696" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
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-		<layer id="6343" name="Reshape_207934" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95800,8 +86515,11 @@
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 		</layer>
-		<layer id="6344" name="self.model.layers.28.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5587" name="__module.model.layers.28.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -95815,7 +86533,7 @@
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 		</layer>
-		<layer id="6345" name="__module.model.layers.28.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5588" name="__module.model.layers.28.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95829,14 +86547,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 		</layer>
-		<layer id="6346" name="__module.model.layers.28.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="5589" name="__module.model.layers.28.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95845,15 +86563,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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-			<data element_type="u4" shape="13824, 40, 128" offset="5654955360" size="35389440" />
+		<layer id="5590" name="self.model.layers.28.mlp.up_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -95862,7 +86580,7 @@
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-		<layer id="6348" name="Convert_207915" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95879,8 +86597,8 @@
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-		<layer id="6349" name="self.model.layers.28.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="5690344800" size="276480" />
+		<layer id="5592" name="self.model.layers.28.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="4905967840" size="276480" />
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 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -95889,7 +86607,7 @@
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-		<layer id="6350" name="Convert_207917" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95906,7 +86624,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95928,8 +86646,8 @@
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -95938,7 +86656,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95960,15 +86678,15 @@
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+		<layer id="5597" name="Constant_235686" type="Const" version="opset1">
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-		<layer id="6355" name="Reshape_207923" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95987,8 +86705,11 @@
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 		</layer>
-		<layer id="6356" name="self.model.layers.28.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5599" name="__module.model.layers.28.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -96055,7 +86776,7 @@
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@@ -96072,8 +86793,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="5727116640" size="276480" />
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@@ -96082,7 +86803,7 @@
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@@ -96099,7 +86820,7 @@
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@@ -96121,8 +86842,8 @@
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@@ -96131,7 +86852,7 @@
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@@ -96153,15 +86874,15 @@
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@@ -96180,8 +86901,11 @@
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 			<data destination_type="f32" />
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@@ -96195,7 +86919,7 @@
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@@ -96248,7 +86972,7 @@
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@@ -96258,7 +86982,7 @@
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@@ -96268,7 +86992,7 @@
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@@ -96328,7 +87052,7 @@
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@@ -96343,14 +87067,14 @@
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@@ -96366,7 +87090,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -96381,14 +87105,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -96403,14 +87127,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -96425,15 +87149,15 @@
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@@ -96442,7 +87166,7 @@
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 			<input>
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@@ -96459,8 +87183,8 @@
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@@ -96469,7 +87193,7 @@
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@@ -96486,7 +87210,7 @@
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@@ -96508,8 +87232,8 @@
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@@ -96518,7 +87242,7 @@
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@@ -96540,7 +87264,7 @@
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@@ -96548,7 +87272,7 @@
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@@ -96567,8 +87291,11 @@
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 			<data destination_type="f32" />
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@@ -96582,7 +87309,7 @@
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+		<layer id="5638" name="__module.model.layers.29.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
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@@ -96624,7 +87351,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4021">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -96632,7 +87359,7 @@
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 		</layer>
-		<layer id="6396" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="5639" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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@@ -96640,7 +87367,7 @@
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 			</output>
 		</layer>
-		<layer id="6397" name="__module.model.layers.29.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="5640" name="__module.model.layers.29.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -96653,7 +87380,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4022,q.59">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -96661,142 +87388,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-		<layer id="6400" name="__module.model.layers.29.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
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-					<dim>64</dim>
-					<dim>-1</dim>
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-		</layer>
-		<layer id="6401" name="__module.model.layers.29.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="177596528" size="12" />
-			<output>
-				<port id="0" precision="I32">
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-			</output>
-		</layer>
-		<layer id="6402" name="__module.model.layers.29.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
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-				<port id="1" precision="I32">
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-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
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-		</layer>
-		<layer id="6403" name="__module.model.layers.29.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>64</dim>
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-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6404" name="__module.model.layers.29.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="6405" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="6406" name="__module.model.layers.29.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5641" name="__module.model.layers.29.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96813,7 +87405,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4765">
+				<port id="2" precision="FP32" names="4031">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -96821,23 +87413,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6407" name="Constant_136915" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="6408" name="Constant_136914" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="6409" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="5642" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96853,13 +87429,13 @@
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 			</output>
 		</layer>
-		<layer id="6410" name="__module.model.layers.29.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="5643" name="__module.model.layers.29.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6411" name="__module.model.layers.29.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="5644" name="__module.model.layers.29.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -96869,10 +87445,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4766,4771" />
+				<port id="3" precision="I64" names="4032,4037" />
 			</output>
 		</layer>
-		<layer id="6412" name="__module.model.layers.29.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="5645" name="__module.model.layers.29.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -96882,23 +87458,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6413" name="__module.model.layers.29.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5646" name="__module.model.layers.29.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4768,4769,4773,4774" />
+				<port id="1" precision="I64" names="4034,4035,4039,4040" />
 			</output>
 		</layer>
-		<layer id="6414" name="Constant_157947" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="5647" name="Constant_139245" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6415" name="__module.model.layers.29.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="5648" name="__module.model.layers.29.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -96912,53 +87488,31 @@
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 			</output>
 		</layer>
-		<layer id="6416" name="Constant_136913" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5649" name="__module.model.layers.29.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6418" name="Constant_136919" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="5650" name="__module.model.layers.29.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="6419" name="Constant_136922" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5651" name="__module.model.layers.29.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6420" name="__module.model.layers.29.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5652" name="__module.model.layers.29.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -96967,17 +87521,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4775,x2.117">
+				<port id="5" precision="FP32" names="4041,x2.117">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -96985,8 +87542,8 @@
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 			</output>
 		</layer>
-		<layer id="6421" name="Constant_152273" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="5653" name="Constant_184290" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -96996,7 +87553,7 @@
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 			</output>
 		</layer>
-		<layer id="6422" name="__module.model.layers.29.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5654" name="__module.model.layers.29.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97013,7 +87570,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4776">
+				<port id="2" precision="FP32" names="4042">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -97021,24 +87578,31 @@
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 			</output>
 		</layer>
-		<layer id="6423" name="Constant_136967" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="5655" name="__module.model.layers.29.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6424" name="Constant_136972" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5656" name="__module.model.layers.29.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6425" name="__module.model.layers.29.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5657" name="__module.model.layers.29.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5658" name="__module.model.layers.29.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -97047,17 +87611,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4770">
+				<port id="5" precision="FP32" names="4036">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -97065,7 +87632,7 @@
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 			</output>
 		</layer>
-		<layer id="6426" name="__module.model.layers.29.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5659" name="__module.model.layers.29.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97082,7 +87649,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4778">
+				<port id="2" precision="FP32" names="4044">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -97090,41 +87657,7 @@
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 			</output>
 		</layer>
-		<layer id="6427" name="__module.model.layers.29.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
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-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
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-		</layer>
-		<layer id="6428" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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 			<data auto_broadcast="numpy" />
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@@ -97141,7 +87674,7 @@
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@@ -97166,7 +87699,7 @@
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@@ -97174,13 +87707,13 @@
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-		<layer id="6431" name="Constant_199088" type="Const" version="opset1">
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-		<layer id="6432" name="Constant_199081" type="Const" version="opset1">
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@@ -97188,7 +87721,7 @@
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-		<layer id="6433" name="Constant_199083" type="Const" version="opset1">
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@@ -97196,7 +87729,7 @@
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@@ -97204,7 +87737,7 @@
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-		<layer id="6435" name="Concat_199086" type="Concat" version="opset1">
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@@ -97226,7 +87759,7 @@
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-		<layer id="6436" name="Broadcast_199089" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
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@@ -97243,7 +87776,7 @@
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 			</output>
 		</layer>
-		<layer id="6437" name="ReadValue_192125" type="ReadValue" version="opset6">
+		<layer id="5668" name="ReadValue_205983" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.29.keypresent.29.key" variable_type="f32" variable_shape="?,40,?,128" />
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@@ -97262,13 +87795,13 @@
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 			</output>
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-		<layer id="6438" name="Constant_185862" type="Const" version="opset1">
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 				<port id="0" precision="I32" />
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-		<layer id="6439" name="Gather_185863" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97291,94 +87824,134 @@
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+		<layer id="5671" name="self.model.layers.29.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4957761760" size="13107200" />
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+					<dim>40</dim>
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 		</layer>
-		<layer id="6441" name="Convert_207949" type="Convert" version="opset1">
+		<layer id="5672" name="Convert_237209" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
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 			<output>
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-			<data element_type="u8" shape="5120, 1" offset="5768353120" size="5120" />
+		<layer id="5673" name="self.model.layers.29.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4970868960" size="102400" />
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-		<layer id="6443" name="Convert_207952" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
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+		<layer id="5675" name="self.model.layers.29.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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-			<data element_type="f16" shape="5120, 1" offset="5768358240" size="10240" />
+		<layer id="5676" name="self.model.layers.29.self_attn.k_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="5677" name="self.model.layers.29.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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 					<dim>1</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="5678" name="Constant_237216" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+		</layer>
+		<layer id="5679" name="Reshape_237217" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
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 					<dim>5120</dim>
@@ -97386,8 +87959,11 @@
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 		</layer>
-		<layer id="6447" name="self.model.layers.29.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -97401,7 +87977,7 @@
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 		</layer>
-		<layer id="6448" name="__module.model.layers.29.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -97415,14 +87991,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="6449" name="Constant_161118" type="Const" version="opset1">
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@@ -97430,7 +88006,7 @@
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 			<data special_zero="true" />
 			<input>
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@@ -97443,7 +88019,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -97451,7 +88027,7 @@
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-		<layer id="6451" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -97459,7 +88035,7 @@
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 		</layer>
-		<layer id="6452" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -97472,7 +88048,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -97480,7 +88056,7 @@
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-		<layer id="6453" name="__module.model.layers.29.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5686" name="__module.model.layers.29.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -97497,7 +88073,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -97505,23 +88081,7 @@
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 			<data output_type="i64" />
 			<input>
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@@ -97537,13 +88097,13 @@
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 		</layer>
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 			<input>
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@@ -97553,10 +88113,10 @@
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 			<output>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -97566,23 +88126,23 @@
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 		</layer>
-		<layer id="6460" name="__module.model.layers.29.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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 			<output>
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+		<layer id="5692" name="Constant_139246" type="Const" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -97596,53 +88156,31 @@
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-		<layer id="6463" name="Constant_137013" type="Const" version="opset1">
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+		<layer id="5695" name="__module.model.layers.29.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 		</layer>
-		<layer id="6466" name="Constant_137022" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5696" name="__module.model.layers.29.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="6467" name="__module.model.layers.29.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5697" name="__module.model.layers.29.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -97651,17 +88189,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4057,x2.119">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -97669,8 +88210,8 @@
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 			</output>
 		</layer>
-		<layer id="6468" name="Constant_152274" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="5698" name="Constant_184291" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -97680,7 +88221,7 @@
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 			</output>
 		</layer>
-		<layer id="6469" name="__module.model.layers.29.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5699" name="__module.model.layers.29.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97697,7 +88238,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4792">
+				<port id="2" precision="FP32" names="4058">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -97705,24 +88246,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6470" name="Constant_137067" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="5700" name="__module.model.layers.29.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6471" name="Constant_137072" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5701" name="__module.model.layers.29.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6472" name="__module.model.layers.29.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5702" name="__module.model.layers.29.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5703" name="__module.model.layers.29.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -97731,17 +88279,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4786">
+				<port id="5" precision="FP32" names="4052">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -97749,7 +88300,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6473" name="__module.model.layers.29.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5704" name="__module.model.layers.29.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97766,7 +88317,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4794">
+				<port id="2" precision="FP32" names="4060">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -97774,7 +88325,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6474" name="__module.model.layers.29.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5705" name="__module.model.layers.29.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97791,7 +88342,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4795">
+				<port id="2" precision="FP32" names="4061">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -97799,7 +88350,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6475" name="__module.model.layers.29.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="5706" name="__module.model.layers.29.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97816,7 +88367,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4796">
+				<port id="2" precision="FP32" names="4062">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -97824,7 +88375,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6476" name="__module.model.layers.29.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5707" name="__module.model.layers.29.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97849,13 +88400,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6477" name="Constant_199101" type="Const" version="opset1">
+		<layer id="5708" name="Constant_210293" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6478" name="Constant_199094" type="Const" version="opset1">
+		<layer id="5709" name="Constant_210286" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -97863,7 +88414,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6479" name="Constant_199096" type="Const" version="opset1">
+		<layer id="5710" name="Constant_210288" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -97871,7 +88422,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6480" name="Constant_199098" type="Const" version="opset1">
+		<layer id="5711" name="Constant_210290" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -97879,7 +88430,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6481" name="Concat_199099" type="Concat" version="opset1">
+		<layer id="5712" name="Concat_210291" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -97901,7 +88452,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6482" name="Broadcast_199102" type="Broadcast" version="opset3">
+		<layer id="5713" name="Broadcast_210294" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -97918,7 +88469,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6483" name="ReadValue_192127" type="ReadValue" version="opset6">
+		<layer id="5714" name="ReadValue_205985" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.29.valuepresent.29.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97937,13 +88488,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6484" name="Constant_185865" type="Const" version="opset1">
+		<layer id="5715" name="Constant_202376" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6485" name="Gather_185866" type="Gather" version="opset8">
+		<layer id="5716" name="Gather_202377" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97966,94 +88517,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6486" name="self.model.layers.29.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="5768368480" size="26214400" />
+		<layer id="5717" name="self.model.layers.29.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="4971380960" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6487" name="Convert_207960" type="Convert" version="opset1">
+		<layer id="5718" name="Convert_237199" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6488" name="self.model.layers.29.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="5794582880" size="5120" />
+		<layer id="5719" name="self.model.layers.29.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="4984488160" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6489" name="Convert_207963" type="Convert" version="opset1">
+		<layer id="5720" name="Convert_237201" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6490" name="self.model.layers.29.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5721" name="self.model.layers.29.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="5794588000" size="10240" />
+		<layer id="5722" name="self.model.layers.29.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="4984590560" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6492" name="self.model.layers.29.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5723" name="self.model.layers.29.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5724" name="Constant_237206" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5725" name="Reshape_237207" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -98061,8 +88652,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6493" name="self.model.layers.29.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5726" name="__module.model.layers.29.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -98076,7 +88670,7 @@
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 			</output>
 		</layer>
-		<layer id="6494" name="__module.model.layers.29.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5727" name="__module.model.layers.29.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98090,14 +88684,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4728,value_states.59">
+				<port id="2" precision="FP32" names="4019,value_states.59">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6495" name="Constant_161119" type="Const" version="opset1">
+		<layer id="5728" name="Constant_191683" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -98105,7 +88699,7 @@
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 			</output>
 		</layer>
-		<layer id="6496" name="__module.model.layers.29.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="5729" name="__module.model.layers.29.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98118,7 +88712,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4736">
+				<port id="2" precision="FP32" names="4027">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -98126,7 +88720,7 @@
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 		</layer>
-		<layer id="6497" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="5730" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -98134,7 +88728,7 @@
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 		</layer>
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@@ -98147,7 +88741,7 @@
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@@ -98155,7 +88749,7 @@
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@@ -98180,206 +88774,7 @@
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-		<layer id="6516" name="__module.model.layers.29.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5733" name="__module.model.layers.29.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
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@@ -98408,7 +88803,7 @@
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 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="4072,attn_output.117">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -98416,7 +88811,7 @@
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 			</output>
 		</layer>
-		<layer id="6517" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="5734" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -98424,7 +88819,7 @@
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 		</layer>
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+		<layer id="5735" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -98437,7 +88832,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4073">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -98445,7 +88840,7 @@
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 			</output>
 		</layer>
-		<layer id="6519" name="__module.model.layers.29.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="5736" name="__module.model.layers.29.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98460,21 +88855,21 @@
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 			</output>
 		</layer>
-		<layer id="6520" name="Constant_127066" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6521" name="Constant_127067" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="6522" name="Gather_127068" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -98491,7 +88886,7 @@
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 			</output>
 		</layer>
-		<layer id="6523" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="5740" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -98502,12 +88897,12 @@
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 			</input>
 			<output>
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 		</layer>
-		<layer id="6524" name="__module.model.layers.29.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="5741" name="__module.model.layers.29.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -98521,15 +88916,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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+		<layer id="5742" name="self.model.layers.29.self_attn.o_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -98538,7 +88933,7 @@
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 			</output>
 		</layer>
-		<layer id="6526" name="Convert_207981" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -98555,8 +88950,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="5120, 40, 1" offset="5807705440" size="102400" />
+		<layer id="5744" name="self.model.layers.29.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -98565,7 +88960,7 @@
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 			</output>
 		</layer>
-		<layer id="6528" name="Convert_207983" type="Convert" version="opset1">
+		<layer id="5745" name="Convert_237231" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -98582,7 +88977,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -98604,8 +88999,8 @@
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 			</output>
 		</layer>
-		<layer id="6530" name="self.model.layers.29.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="5807807840" size="409600" />
+		<layer id="5747" name="self.model.layers.29.self_attn.o_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -98614,7 +89009,7 @@
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 			</output>
 		</layer>
-		<layer id="6531" name="self.model.layers.29.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -98636,7 +89031,7 @@
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 			</output>
 		</layer>
-		<layer id="6532" name="Constant_207988" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -98644,7 +89039,7 @@
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 			</output>
 		</layer>
-		<layer id="6533" name="Reshape_207989" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -98663,8 +89058,11 @@
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 			</output>
 		</layer>
-		<layer id="6534" name="self.model.layers.29.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5751" name="__module.model.layers.29.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -98678,13 +89076,13 @@
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 			</output>
 		</layer>
-		<layer id="6535" name="__module.model.layers.29.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -98692,14 +89090,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="6536" name="__module.model.layers.29/aten::add/Add" type="Add" version="opset1">
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 			<input>
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@@ -98714,15 +89112,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="6537" name="Constant_152278" type="Const" version="opset1">
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+		<layer id="5754" name="Constant_184295" type="Const" version="opset1">
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@@ -98731,7 +89129,7 @@
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 		</layer>
-		<layer id="6538" name="Constant_152277" type="Const" version="opset1">
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@@ -98741,7 +89139,7 @@
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@@ -98751,7 +89149,7 @@
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@@ -98766,22 +89164,22 @@
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@@ -98794,14 +89192,14 @@
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@@ -98811,7 +89209,7 @@
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@@ -98849,7 +89247,7 @@
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@@ -98864,14 +89262,14 @@
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+		<layer id="5765" name="__module.model.layers.29.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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@@ -98908,15 +89306,15 @@
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@@ -98925,7 +89323,7 @@
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-		<layer id="6550" name="Convert_208003" type="Convert" version="opset1">
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 			<input>
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@@ -98942,8 +89340,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="5843627360" size="276480" />
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@@ -98952,7 +89350,7 @@
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-		<layer id="6552" name="Convert_208005" type="Convert" version="opset1">
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 			<input>
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@@ -98969,7 +89367,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -98991,8 +89389,8 @@
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 			<output>
 				<port id="0" precision="FP16">
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@@ -99001,7 +89399,7 @@
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 		</layer>
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@@ -99023,15 +89421,15 @@
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+		<layer id="5773" name="Constant_235726" type="Const" version="opset1">
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-		<layer id="6557" name="Reshape_208011" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -99050,8 +89448,11 @@
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 		</layer>
-		<layer id="6558" name="self.model.layers.29.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5775" name="__module.model.layers.29.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -99065,7 +89466,7 @@
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 		</layer>
-		<layer id="6559" name="__module.model.layers.29.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5776" name="__module.model.layers.29.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -99079,14 +89480,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 		</layer>
-		<layer id="6560" name="__module.model.layers.29.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -99095,15 +89496,15 @@
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 			<output>
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 					<dim>13824</dim>
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 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -99112,7 +89513,7 @@
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 		</layer>
-		<layer id="6562" name="Convert_207992" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -99129,8 +89530,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="5880399200" size="276480" />
+		<layer id="5780" name="self.model.layers.29.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="5070801120" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -99139,7 +89540,7 @@
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 		</layer>
-		<layer id="6564" name="Convert_207994" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -99156,7 +89557,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -99178,8 +89579,8 @@
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -99188,7 +89589,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -99210,15 +89611,15 @@
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-		<layer id="6569" name="Reshape_208000" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -99237,8 +89638,11 @@
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-		<layer id="6570" name="self.model.layers.29.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5787" name="__module.model.layers.29.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -99252,7 +89656,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -99266,14 +89670,14 @@
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 					<dim>13824</dim>
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-		<layer id="6572" name="__module.model.layers.29.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -99288,15 +89692,15 @@
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 					<dim>13824</dim>
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@@ -99305,7 +89709,7 @@
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-		<layer id="6574" name="Convert_208014" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -99322,8 +89726,8 @@
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@@ -99332,7 +89736,7 @@
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-		<layer id="6576" name="Convert_208016" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -99349,7 +89753,7 @@
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@@ -99430,8 +89834,11 @@
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@@ -99578,7 +89985,7 @@
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@@ -99653,14 +90060,14 @@
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@@ -99692,7 +90099,7 @@
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@@ -99709,8 +90116,8 @@
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@@ -99719,7 +90126,7 @@
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@@ -99736,7 +90143,7 @@
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@@ -99758,8 +90165,8 @@
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@@ -99768,7 +90175,7 @@
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@@ -99790,7 +90197,7 @@
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@@ -99798,7 +90205,7 @@
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@@ -99817,8 +90224,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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-		</layer>
-		<layer id="6620" name="__module.model.layers.30.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5829" name="__module.model.layers.30.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -100063,7 +90338,7 @@
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -100071,23 +90346,7 @@
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+		<layer id="5830" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
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@@ -100103,13 +90362,13 @@
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 			</output>
 		</layer>
-		<layer id="6624" name="__module.model.layers.30.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="5831" name="__module.model.layers.30.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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 			</output>
 		</layer>
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+		<layer id="5832" name="__module.model.layers.30.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -100119,10 +90378,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="4154,4159" />
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 		</layer>
-		<layer id="6626" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="5833" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -100132,23 +90391,23 @@
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 		</layer>
-		<layer id="6627" name="__module.model.layers.30.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5834" name="__module.model.layers.30.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="4156,4157,4161,4162" />
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 		</layer>
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-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="5835" name="Constant_139250" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6629" name="__module.model.layers.30.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="5836" name="__module.model.layers.30.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -100162,53 +90421,31 @@
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 			</output>
 		</layer>
-		<layer id="6630" name="Constant_137125" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5837" name="__module.model.layers.30.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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 		</layer>
-		<layer id="6632" name="Constant_137131" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="5838" name="__module.model.layers.30.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="6633" name="Constant_137134" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5839" name="__module.model.layers.30.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5840" name="__module.model.layers.30.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100217,17 +90454,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -100235,8 +90475,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="5841" name="Constant_184300" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -100246,7 +90486,7 @@
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 			</output>
 		</layer>
-		<layer id="6636" name="__module.model.layers.30.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5842" name="__module.model.layers.30.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100263,7 +90503,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4924">
+				<port id="2" precision="FP32" names="4164">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -100271,24 +90511,31 @@
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 			</output>
 		</layer>
-		<layer id="6637" name="Constant_137179" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="5843" name="__module.model.layers.30.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6638" name="Constant_137184" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5844" name="__module.model.layers.30.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5845" name="__module.model.layers.30.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5846" name="__module.model.layers.30.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100297,17 +90544,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4158">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -100315,7 +90565,7 @@
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 			</output>
 		</layer>
-		<layer id="6640" name="__module.model.layers.30.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5847" name="__module.model.layers.30.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100332,7 +90582,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4926">
+				<port id="2" precision="FP32" names="4166">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -100340,41 +90590,7 @@
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 			</output>
 		</layer>
-		<layer id="6641" name="__module.model.layers.30.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
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-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
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-		<layer id="6642" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="4912,sin.185">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6643" name="__module.model.layers.30.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5848" name="__module.model.layers.30.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100391,7 +90607,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4927">
+				<port id="2" precision="FP32" names="4167">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -100399,7 +90615,7 @@
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 			</output>
 		</layer>
-		<layer id="6644" name="__module.model.layers.30.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="5849" name="__module.model.layers.30.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100416,7 +90632,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4928">
+				<port id="2" precision="FP32" names="4168">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -100424,13 +90640,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6645" name="Constant_199114" type="Const" version="opset1">
+		<layer id="5850" name="Constant_210332" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6646" name="Constant_199107" type="Const" version="opset1">
+		<layer id="5851" name="Constant_210325" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -100438,7 +90654,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6647" name="Constant_199109" type="Const" version="opset1">
+		<layer id="5852" name="Constant_210327" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -100446,7 +90662,7 @@
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 			</output>
 		</layer>
-		<layer id="6648" name="Constant_199111" type="Const" version="opset1">
+		<layer id="5853" name="Constant_210329" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -100454,7 +90670,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6649" name="Concat_199112" type="Concat" version="opset1">
+		<layer id="5854" name="Concat_210330" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -100476,7 +90692,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6650" name="Broadcast_199115" type="Broadcast" version="opset3">
+		<layer id="5855" name="Broadcast_210333" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -100493,7 +90709,7 @@
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 		</layer>
-		<layer id="6651" name="ReadValue_192133" type="ReadValue" version="opset6">
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@@ -100512,13 +90728,13 @@
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 		</layer>
-		<layer id="6652" name="Constant_185868" type="Const" version="opset1">
+		<layer id="5857" name="Constant_202379" type="Const" version="opset1">
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 		</layer>
-		<layer id="6653" name="Gather_185869" type="Gather" version="opset8">
+		<layer id="5858" name="Gather_202380" type="Gather" version="opset8">
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 			<input>
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@@ -100541,94 +90757,134 @@
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 		</layer>
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-			<data element_type="u8" shape="5120, 5120" offset="5932193120" size="26214400" />
+		<layer id="5859" name="self.model.layers.30.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="5122595040" size="13107200" />
 			<output>
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 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="6655" name="Convert_208026" type="Convert" version="opset1">
+		<layer id="5860" name="Convert_237249" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
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+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="5958407520" size="5120" />
+		<layer id="5861" name="self.model.layers.30.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5135702240" size="102400" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6657" name="Convert_208029" type="Convert" version="opset1">
+		<layer id="5862" name="Convert_237251" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6658" name="self.model.layers.30.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5863" name="self.model.layers.30.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6659" name="self.model.layers.30.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="5958412640" size="10240" />
+		<layer id="5864" name="self.model.layers.30.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5135804640" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6660" name="self.model.layers.30.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5865" name="self.model.layers.30.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5866" name="Constant_237256" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5867" name="Reshape_237257" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -100636,8 +90892,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6661" name="self.model.layers.30.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5868" name="__module.model.layers.30.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -100651,7 +90910,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6662" name="__module.model.layers.30.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5869" name="__module.model.layers.30.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100665,14 +90924,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4874,key_states.65">
+				<port id="2" precision="FP32" names="4139,key_states.65">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6663" name="Constant_161121" type="Const" version="opset1">
+		<layer id="5870" name="Constant_191685" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -100680,7 +90939,7 @@
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 			</output>
 		</layer>
-		<layer id="6664" name="__module.model.layers.30.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5871" name="__module.model.layers.30.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100693,7 +90952,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4881">
+				<port id="2" precision="FP32" names="4146">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -100701,7 +90960,7 @@
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 			</output>
 		</layer>
-		<layer id="6665" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="5872" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -100709,7 +90968,7 @@
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 			</output>
 		</layer>
-		<layer id="6666" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="5873" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100722,7 +90981,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4882,k.61">
+				<port id="2" precision="FP32" names="4147,k.61">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -100730,7 +90989,7 @@
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 			</output>
 		</layer>
-		<layer id="6667" name="__module.model.layers.30.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5874" name="__module.model.layers.30.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100747,7 +91006,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4929">
+				<port id="2" precision="FP32" names="4169">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -100755,23 +91014,7 @@
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 			</output>
 		</layer>
-		<layer id="6668" name="Constant_137227" type="Const" version="opset1">
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-		<layer id="6669" name="Constant_137226" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="6670" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="5875" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100787,13 +91030,13 @@
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 			</output>
 		</layer>
-		<layer id="6671" name="__module.model.layers.30.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="5876" name="__module.model.layers.30.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6672" name="__module.model.layers.30.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="5877" name="__module.model.layers.30.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -100803,10 +91046,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="4170,4175" />
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 		</layer>
-		<layer id="6673" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="5878" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -100816,23 +91059,23 @@
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 			</output>
 		</layer>
-		<layer id="6674" name="__module.model.layers.30.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5879" name="__module.model.layers.30.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4932,4933,4937,4938" />
+				<port id="1" precision="I64" names="4172,4173,4177,4178" />
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 		</layer>
-		<layer id="6675" name="Constant_157953" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="5880" name="Constant_139251" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="6676" name="__module.model.layers.30.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="5881" name="__module.model.layers.30.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -100846,53 +91089,31 @@
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 			</output>
 		</layer>
-		<layer id="6677" name="Constant_137225" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5882" name="__module.model.layers.30.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
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-		<layer id="6678" name="ScatterUpdate_137228" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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 			</output>
 		</layer>
-		<layer id="6679" name="Constant_137231" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="5883" name="__module.model.layers.30.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6680" name="Constant_137234" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="5884" name="__module.model.layers.30.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6681" name="__module.model.layers.30.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5885" name="__module.model.layers.30.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100901,17 +91122,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4179,x2.123">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -100919,8 +91143,8 @@
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 			</output>
 		</layer>
-		<layer id="6682" name="Constant_152284" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="5886" name="Constant_184301" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -100930,7 +91154,7 @@
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 			</output>
 		</layer>
-		<layer id="6683" name="__module.model.layers.30.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5887" name="__module.model.layers.30.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100947,7 +91171,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4940">
+				<port id="2" precision="FP32" names="4180">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -100955,24 +91179,31 @@
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 			</output>
 		</layer>
-		<layer id="6684" name="Constant_137279" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="5888" name="__module.model.layers.30.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
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+		<layer id="5890" name="__module.model.layers.30.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
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+		<layer id="5891" name="__module.model.layers.30.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
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@@ -100981,17 +91212,20 @@
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 		</layer>
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 			<output>
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 					<dim>40</dim>
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@@ -101024,7 +91258,7 @@
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+		<layer id="5893" name="__module.model.layers.30.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
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@@ -101041,7 +91275,7 @@
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -101049,7 +91283,7 @@
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 		</layer>
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@@ -101066,7 +91300,7 @@
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 			<output>
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 					<dim>40</dim>
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@@ -101074,7 +91308,7 @@
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 		</layer>
-		<layer id="6690" name="__module.model.layers.30.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
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@@ -101099,13 +91333,13 @@
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@@ -101113,7 +91347,7 @@
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 		</layer>
-		<layer id="6693" name="Constant_199122" type="Const" version="opset1">
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@@ -101121,7 +91355,7 @@
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 			</output>
 		</layer>
-		<layer id="6694" name="Constant_199124" type="Const" version="opset1">
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@@ -101129,7 +91363,7 @@
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 			</output>
 		</layer>
-		<layer id="6695" name="Concat_199125" type="Concat" version="opset1">
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 			<input>
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@@ -101151,7 +91385,7 @@
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 			</output>
 		</layer>
-		<layer id="6696" name="Broadcast_199128" type="Broadcast" version="opset3">
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 			<input>
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@@ -101168,7 +91402,7 @@
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 			</output>
 		</layer>
-		<layer id="6697" name="ReadValue_192135" type="ReadValue" version="opset6">
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@@ -101187,13 +91421,13 @@
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 			</output>
 		</layer>
-		<layer id="6698" name="Constant_185871" type="Const" version="opset1">
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-		<layer id="6699" name="Gather_185872" type="Gather" version="opset8">
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 			<input>
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@@ -101216,94 +91450,134 @@
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-			<data element_type="u8" shape="5120, 5120" offset="5958422880" size="26214400" />
+		<layer id="5905" name="self.model.layers.30.self_attn.v_proj.weight" type="Const" version="opset1">
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 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
-		<layer id="6701" name="Convert_208037" type="Convert" version="opset1">
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 			<input>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
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+					<dim>40</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="5984637280" size="5120" />
+		<layer id="5907" name="self.model.layers.30.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5149321440" size="102400" />
 			<output>
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 					<dim>5120</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="6703" name="Convert_208040" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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-			<data element_type="f16" shape="5120, 1" offset="5984642400" size="10240" />
+		<layer id="5910" name="self.model.layers.30.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5149423840" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 					<dim>1</dim>
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
+			<output>
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+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+			</output>
+		</layer>
+		<layer id="5912" name="Constant_237246" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I32">
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+			</output>
+		</layer>
+		<layer id="5913" name="Reshape_237247" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
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@@ -101311,8 +91585,11 @@
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 			</output>
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -101326,7 +91603,7 @@
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 		</layer>
-		<layer id="6708" name="__module.model.layers.30.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -101340,14 +91617,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="6709" name="Constant_161122" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -101355,7 +91632,7 @@
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 		</layer>
-		<layer id="6710" name="__module.model.layers.30.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -101368,7 +91645,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -101376,7 +91653,7 @@
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 		</layer>
-		<layer id="6711" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="5918" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 				<port id="0" precision="I32">
@@ -101384,7 +91661,7 @@
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 		</layer>
-		<layer id="6712" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5919" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -101397,7 +91674,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -101405,7 +91682,7 @@
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 		</layer>
-		<layer id="6713" name="__module.model.layers.30.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5920" name="__module.model.layers.30.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -101430,206 +91707,7 @@
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@@ -101805,8 +91883,8 @@
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@@ -101815,7 +91893,7 @@
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 		</layer>
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@@ -101886,7 +91964,7 @@
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@@ -101894,7 +91972,7 @@
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@@ -101913,8 +91991,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -101928,13 +92009,13 @@
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+		<layer id="5942" name="Constant_184305" type="Const" version="opset1">
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@@ -101981,7 +92062,7 @@
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@@ -102044,14 +92125,14 @@
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@@ -102175,7 +92256,7 @@
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@@ -102192,8 +92273,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="6033681760" size="276480" />
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@@ -102202,7 +92283,7 @@
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-		<layer id="6766" name="Convert_208082" type="Convert" version="opset1">
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@@ -102219,7 +92300,7 @@
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@@ -102241,8 +92322,8 @@
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@@ -102251,7 +92332,7 @@
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@@ -102273,15 +92354,15 @@
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@@ -102300,8 +92381,11 @@
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-		<layer id="6772" name="self.model.layers.30.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5963" name="__module.model.layers.30.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
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@@ -102315,7 +92399,7 @@
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-		<layer id="6773" name="__module.model.layers.30.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -102362,7 +92446,7 @@
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-		<layer id="6776" name="Convert_208069" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -102379,8 +92463,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="6070453600" size="276480" />
+		<layer id="5968" name="self.model.layers.30.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -102389,7 +92473,7 @@
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 		</layer>
-		<layer id="6778" name="Convert_208071" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -102406,7 +92490,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -102428,8 +92512,8 @@
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@@ -102438,7 +92522,7 @@
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 		</layer>
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@@ -102460,15 +92544,15 @@
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+		<layer id="5973" name="Constant_235746" type="Const" version="opset1">
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-		<layer id="6783" name="Reshape_208077" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -102487,8 +92571,11 @@
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-		<layer id="6784" name="self.model.layers.30.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5975" name="__module.model.layers.30.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
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@@ -102502,7 +92589,7 @@
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-		<layer id="6785" name="__module.model.layers.30.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -102516,14 +92603,14 @@
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 			<output>
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 					<dim>13824</dim>
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-		<layer id="6786" name="__module.model.layers.30.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5977" name="__module.model.layers.30.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -102538,15 +92625,15 @@
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 			<output>
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 					<dim>13824</dim>
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@@ -102555,7 +92642,7 @@
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-		<layer id="6788" name="Convert_208091" type="Convert" version="opset1">
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 			<input>
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@@ -102572,8 +92659,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="6107225440" size="276480" />
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 				<port id="0" precision="U4">
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@@ -102582,7 +92669,7 @@
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-		<layer id="6790" name="Convert_208093" type="Convert" version="opset1">
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 			<input>
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@@ -102599,7 +92686,7 @@
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@@ -102621,8 +92708,8 @@
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@@ -102653,15 +92740,15 @@
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@@ -102680,8 +92767,11 @@
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 			<data destination_type="f32" />
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@@ -102942,7 +93032,7 @@
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@@ -102959,8 +93049,8 @@
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@@ -102969,7 +93059,7 @@
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@@ -102986,7 +93076,7 @@
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@@ -103040,7 +93130,7 @@
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@@ -103067,8 +93157,11 @@
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-				<port id="0" precision="I64">
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-		<layer id="6836" name="Constant_137338" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="6837" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="6018" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103353,13 +93295,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6838" name="__module.model.layers.31.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="6019" name="__module.model.layers.31.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6839" name="__module.model.layers.31.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="6020" name="__module.model.layers.31.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -103369,10 +93311,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5062,5067" />
+				<port id="3" precision="I64" names="4276,4281" />
 			</output>
 		</layer>
-		<layer id="6840" name="__module.model.layers.31.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="6021" name="__module.model.layers.31.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -103382,23 +93324,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6841" name="__module.model.layers.31.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="6022" name="__module.model.layers.31.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5064,5065,5069,5070" />
+				<port id="1" precision="I64" names="4278,4279,4283,4284" />
 			</output>
 		</layer>
-		<layer id="6842" name="Constant_157955" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="6023" name="Constant_139255" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6843" name="__module.model.layers.31.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="6024" name="__module.model.layers.31.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -103412,53 +93354,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6844" name="Constant_137337" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6025" name="__module.model.layers.31.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="6845" name="ScatterUpdate_137340" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="6846" name="Constant_137343" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="6026" name="__module.model.layers.31.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6847" name="Constant_137346" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6027" name="__module.model.layers.31.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6848" name="__module.model.layers.31.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6028" name="__module.model.layers.31.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -103467,17 +93387,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4285,x2.125">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -103485,8 +93408,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6849" name="Constant_152293" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="6029" name="Constant_184310" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -103496,7 +93419,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6850" name="__module.model.layers.31.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6030" name="__module.model.layers.31.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103513,7 +93436,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5072">
+				<port id="2" precision="FP32" names="4286">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -103521,24 +93444,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6851" name="Constant_137391" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="6031" name="__module.model.layers.31.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6032" name="__module.model.layers.31.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6852" name="Constant_137396" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6033" name="__module.model.layers.31.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6853" name="__module.model.layers.31.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6034" name="__module.model.layers.31.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -103547,17 +93477,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5066">
+				<port id="5" precision="FP32" names="4280">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -103565,7 +93498,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6854" name="__module.model.layers.31.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6035" name="__module.model.layers.31.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103582,7 +93515,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5074">
+				<port id="2" precision="FP32" names="4288">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -103590,41 +93523,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6855" name="__module.model.layers.31.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
-				<port id="1" precision="FP32" names="5053,5055,5058,sin.187,sin.189">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
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-		</layer>
-		<layer id="6856" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="5060,sin.191">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6857" name="__module.model.layers.31.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6036" name="__module.model.layers.31.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103641,7 +93540,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5075">
+				<port id="2" precision="FP32" names="4289">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -103649,7 +93548,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6858" name="__module.model.layers.31.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6037" name="__module.model.layers.31.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103666,7 +93565,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5076">
+				<port id="2" precision="FP32" names="4290">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -103674,13 +93573,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6859" name="Constant_199140" type="Const" version="opset1">
+		<layer id="6038" name="Constant_210358" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6860" name="Constant_199133" type="Const" version="opset1">
+		<layer id="6039" name="Constant_210351" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -103688,7 +93587,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6861" name="Constant_199135" type="Const" version="opset1">
+		<layer id="6040" name="Constant_210353" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -103696,7 +93595,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6862" name="Constant_199137" type="Const" version="opset1">
+		<layer id="6041" name="Constant_210355" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -103704,7 +93603,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6863" name="Concat_199138" type="Concat" version="opset1">
+		<layer id="6042" name="Concat_210356" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -103726,7 +93625,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6864" name="Broadcast_199141" type="Broadcast" version="opset3">
+		<layer id="6043" name="Broadcast_210359" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -103743,7 +93642,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6865" name="ReadValue_192137" type="ReadValue" version="opset6">
+		<layer id="6044" name="ReadValue_205995" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.31.keypresent.31.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103762,13 +93661,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6866" name="Constant_185874" type="Const" version="opset1">
+		<layer id="6045" name="Constant_202385" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6867" name="Gather_185875" type="Gather" version="opset8">
+		<layer id="6046" name="Gather_202386" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103791,8 +93690,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6868" name="self.model.layers.31.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="6122247520" size="13107200" />
+		<layer id="6047" name="self.model.layers.31.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="5287428320" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -103801,7 +93700,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6869" name="Convert_208102" type="Convert" version="opset1">
+		<layer id="6048" name="Convert_237289" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -103818,8 +93717,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6870" name="self.model.layers.31.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="6135354720" size="102400" />
+		<layer id="6049" name="self.model.layers.31.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5300535520" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -103828,7 +93727,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6871" name="Convert_208104" type="Convert" version="opset1">
+		<layer id="6050" name="Convert_237291" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -103845,7 +93744,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6872" name="self.model.layers.31.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6051" name="self.model.layers.31.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -103867,8 +93766,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6873" name="self.model.layers.31.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="6135457120" size="409600" />
+		<layer id="6052" name="self.model.layers.31.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5300637920" size="409600" />
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 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -103877,7 +93776,7 @@
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 			</output>
 		</layer>
-		<layer id="6874" name="self.model.layers.31.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6053" name="self.model.layers.31.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -103899,7 +93798,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6875" name="Constant_208109" type="Const" version="opset1">
+		<layer id="6054" name="Constant_237296" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
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@@ -103907,7 +93806,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6876" name="Reshape_208110" type="Reshape" version="opset1">
+		<layer id="6055" name="Reshape_237297" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -103926,8 +93825,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6877" name="self.model.layers.31.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6056" name="__module.model.layers.31.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -103941,7 +93843,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6878" name="__module.model.layers.31.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6057" name="__module.model.layers.31.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103955,14 +93857,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5022,key_states.67">
+				<port id="2" precision="FP32" names="4261,key_states.67">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6879" name="Constant_161124" type="Const" version="opset1">
+		<layer id="6058" name="Constant_191688" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -103970,7 +93872,7 @@
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 			</output>
 		</layer>
-		<layer id="6880" name="__module.model.layers.31.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="6059" name="__module.model.layers.31.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103983,7 +93885,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5029">
+				<port id="2" precision="FP32" names="4268">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -103991,7 +93893,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6881" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="6060" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -103999,7 +93901,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6882" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="6061" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -104012,7 +93914,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5030,k.63">
+				<port id="2" precision="FP32" names="4269,k.63">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -104020,7 +93922,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6883" name="__module.model.layers.31.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="6062" name="__module.model.layers.31.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104037,7 +93939,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5077">
+				<port id="2" precision="FP32" names="4291">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -104045,23 +93947,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6884" name="Constant_137439" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6885" name="Constant_137438" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="6886" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="6063" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104077,13 +93963,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6887" name="__module.model.layers.31.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="6064" name="__module.model.layers.31.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6888" name="__module.model.layers.31.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="6065" name="__module.model.layers.31.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -104093,10 +93979,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5078,5083" />
+				<port id="3" precision="I64" names="4292,4297" />
 			</output>
 		</layer>
-		<layer id="6889" name="__module.model.layers.31.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="6066" name="__module.model.layers.31.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -104106,23 +93992,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6890" name="__module.model.layers.31.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="6067" name="__module.model.layers.31.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5080,5081,5085,5086" />
+				<port id="1" precision="I64" names="4294,4295,4299,4300" />
 			</output>
 		</layer>
-		<layer id="6891" name="Constant_157957" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="6068" name="Constant_139256" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6892" name="__module.model.layers.31.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="6069" name="__module.model.layers.31.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -104136,53 +94022,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6893" name="Constant_137437" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6070" name="__module.model.layers.31.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6894" name="ScatterUpdate_137440" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="6895" name="Constant_137443" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="6071" name="__module.model.layers.31.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6896" name="Constant_137446" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6072" name="__module.model.layers.31.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6897" name="__module.model.layers.31.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6073" name="__module.model.layers.31.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -104191,17 +94055,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5087,x2.127">
+				<port id="5" precision="FP32" names="4301,x2.127">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -104209,8 +94076,8 @@
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 			</output>
 		</layer>
-		<layer id="6898" name="Constant_152294" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="6074" name="Constant_184311" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -104220,7 +94087,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6899" name="__module.model.layers.31.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6075" name="__module.model.layers.31.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104237,7 +94104,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5088">
+				<port id="2" precision="FP32" names="4302">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -104245,24 +94112,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6900" name="Constant_137491" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="6076" name="__module.model.layers.31.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6901" name="Constant_137496" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6077" name="__module.model.layers.31.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6078" name="__module.model.layers.31.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6902" name="__module.model.layers.31.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6079" name="__module.model.layers.31.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -104271,17 +94145,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5082">
+				<port id="5" precision="FP32" names="4296">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -104289,7 +94166,7 @@
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 			</output>
 		</layer>
-		<layer id="6903" name="__module.model.layers.31.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="6080" name="__module.model.layers.31.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104306,7 +94183,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5090">
+				<port id="2" precision="FP32" names="4304">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -104314,7 +94191,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6904" name="__module.model.layers.31.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="6081" name="__module.model.layers.31.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104331,7 +94208,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5091">
+				<port id="2" precision="FP32" names="4305">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -104339,7 +94216,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6905" name="__module.model.layers.31.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6082" name="__module.model.layers.31.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104356,7 +94233,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5092">
+				<port id="2" precision="FP32" names="4306">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -104364,7 +94241,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6906" name="__module.model.layers.31.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="6083" name="__module.model.layers.31.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104389,13 +94266,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6907" name="Constant_199153" type="Const" version="opset1">
+		<layer id="6084" name="Constant_210345" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
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@@ -104403,7 +94280,7 @@
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 		</layer>
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@@ -104411,7 +94288,7 @@
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 		</layer>
-		<layer id="6910" name="Constant_199150" type="Const" version="opset1">
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@@ -104419,7 +94296,7 @@
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 		</layer>
-		<layer id="6911" name="Concat_199151" type="Concat" version="opset1">
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@@ -104441,7 +94318,7 @@
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 		</layer>
-		<layer id="6912" name="Broadcast_199154" type="Broadcast" version="opset3">
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@@ -104458,7 +94335,7 @@
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 			</output>
 		</layer>
-		<layer id="6913" name="ReadValue_192139" type="ReadValue" version="opset6">
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@@ -104477,13 +94354,13 @@
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 			</output>
 		</layer>
-		<layer id="6914" name="Constant_185877" type="Const" version="opset1">
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-		<layer id="6915" name="Gather_185878" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
@@ -104506,94 +94383,134 @@
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-			<data element_type="u8" shape="5120, 5120" offset="6135866720" size="26214400" />
+		<layer id="6093" name="self.model.layers.31.self_attn.v_proj.weight" type="Const" version="opset1">
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 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
-		<layer id="6917" name="Convert_208114" type="Convert" version="opset1">
+		<layer id="6094" name="Convert_237279" type="Convert" version="opset1">
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 			<input>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
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+					<dim>40</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
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-			<data element_type="u8" shape="5120, 1" offset="6162081120" size="5120" />
+		<layer id="6095" name="self.model.layers.31.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5314154720" size="102400" />
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 					<dim>5120</dim>
+					<dim>40</dim>
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 			</output>
 		</layer>
-		<layer id="6919" name="Convert_208117" type="Convert" version="opset1">
+		<layer id="6096" name="Convert_237281" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			</output>
 		</layer>
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+		<layer id="6097" name="self.model.layers.31.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="6162086240" size="10240" />
+		<layer id="6098" name="self.model.layers.31.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5314257120" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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+		<layer id="6099" name="self.model.layers.31.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6100" name="Constant_237286" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="6101" name="Reshape_237287" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
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 			<output>
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 					<dim>5120</dim>
@@ -104601,8 +94518,11 @@
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 			</output>
 		</layer>
-		<layer id="6923" name="self.model.layers.31.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6102" name="__module.model.layers.31.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -104616,7 +94536,7 @@
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 			</output>
 		</layer>
-		<layer id="6924" name="__module.model.layers.31.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6103" name="__module.model.layers.31.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -104630,14 +94550,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="6925" name="Constant_161125" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -104645,7 +94565,7 @@
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 			</output>
 		</layer>
-		<layer id="6926" name="__module.model.layers.31.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="6105" name="__module.model.layers.31.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -104658,7 +94578,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4271">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -104666,7 +94586,7 @@
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 			</output>
 		</layer>
-		<layer id="6927" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="6106" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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 				<port id="0" precision="I32">
@@ -104674,7 +94594,7 @@
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 			</output>
 		</layer>
-		<layer id="6928" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="6107" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -104687,7 +94607,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4272">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -104695,7 +94615,7 @@
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 			</output>
 		</layer>
-		<layer id="6929" name="__module.model.layers.31.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="6108" name="__module.model.layers.31.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104720,206 +94640,7 @@
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-			<output>
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-				<port id="0" precision="I64" />
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-		<layer id="6946" name="__module.model.layers.31.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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 			<data causal="false" />
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@@ -104948,7 +94669,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -104956,7 +94677,7 @@
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@@ -104964,7 +94685,7 @@
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@@ -104977,7 +94698,7 @@
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@@ -105000,21 +94721,21 @@
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@@ -105031,7 +94752,7 @@
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@@ -105042,12 +94763,12 @@
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@@ -105061,15 +94782,15 @@
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 				<port id="0" precision="U4">
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@@ -105078,7 +94799,7 @@
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 		</layer>
-		<layer id="6956" name="Convert_208135" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -105095,8 +94816,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="6175203680" size="102400" />
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 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -105105,7 +94826,7 @@
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 		</layer>
-		<layer id="6958" name="Convert_208137" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -105122,7 +94843,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -105144,8 +94865,8 @@
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-			<data element_type="f16" shape="5120, 40, 1" offset="6175306080" size="409600" />
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 				<port id="0" precision="FP16">
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@@ -105154,7 +94875,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -105176,7 +94897,7 @@
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 			</output>
 		</layer>
-		<layer id="6962" name="Constant_208142" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
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@@ -105184,7 +94905,7 @@
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 			</output>
 		</layer>
-		<layer id="6963" name="Reshape_208143" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -105203,8 +94924,11 @@
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 		</layer>
-		<layer id="6964" name="self.model.layers.31.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -105218,13 +94942,13 @@
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 		</layer>
-		<layer id="6965" name="__module.model.layers.31.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -105232,14 +94956,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="6966" name="__module.model.layers.31/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -105254,15 +94978,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-			<data element_type="f32" shape="1, 1, 5120" offset="6175715680" size="20480" />
+		<layer id="6130" name="Constant_184315" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
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@@ -105271,7 +94995,7 @@
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 		</layer>
-		<layer id="6968" name="Constant_152297" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
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@@ -105281,7 +95005,7 @@
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-		<layer id="6969" name="Constant_152295" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
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@@ -105291,7 +95015,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -105306,22 +95030,22 @@
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 			<output>
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 					<dim>5120</dim>
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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-		<layer id="6972" name="__module.model.layers.31.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -105334,14 +95058,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="6973" name="Constant_152296" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -105351,7 +95075,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -105366,14 +95090,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="6975" name="__module.model.layers.31.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -105389,7 +95113,7 @@
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 		</layer>
-		<layer id="6976" name="__module.model.layers.31.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -105404,14 +95128,14 @@
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 			<output>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -105426,14 +95150,14 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -105448,15 +95172,15 @@
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 			<output>
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 					<dim>5120</dim>
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@@ -105465,7 +95189,7 @@
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-		<layer id="6980" name="Convert_208157" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -105482,8 +95206,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="6211125600" size="276480" />
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+			<data element_type="u4" shape="13824, 40, 1" offset="5363695840" size="276480" />
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 				<port id="0" precision="U4">
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@@ -105492,7 +95216,7 @@
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-		<layer id="6982" name="Convert_208159" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -105509,7 +95233,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -105531,8 +95255,8 @@
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@@ -105541,7 +95265,7 @@
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@@ -105563,15 +95287,15 @@
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-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="6149" name="Constant_235786" type="Const" version="opset1">
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-		<layer id="6987" name="Reshape_208165" type="Reshape" version="opset1">
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@@ -105590,8 +95314,11 @@
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 		</layer>
-		<layer id="6988" name="self.model.layers.31.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6151" name="__module.model.layers.31.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
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@@ -105605,7 +95332,7 @@
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 		</layer>
-		<layer id="6989" name="__module.model.layers.31.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6152" name="__module.model.layers.31.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -105619,14 +95346,14 @@
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 			<output>
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+		<layer id="6153" name="__module.model.layers.31.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 				<port id="0" precision="FP32">
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@@ -105635,101 +95362,141 @@
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 			<output>
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 					<dim>13824</dim>
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-			<data element_type="u8" shape="13824, 5120" offset="6212508000" size="70778880" />
+		<layer id="6154" name="self.model.layers.31.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
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+					<dim>40</dim>
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 			</output>
 		</layer>
-		<layer id="6992" name="Convert_208147" type="Convert" version="opset1">
+		<layer id="6155" name="Convert_235769" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>13824</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="13824, 1" offset="6283286880" size="13824" />
+		<layer id="6156" name="self.model.layers.31.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="5400467680" size="276480" />
 			<output>
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+					<dim>40</dim>
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 		</layer>
-		<layer id="6994" name="Convert_208150" type="Convert" version="opset1">
+		<layer id="6157" name="Convert_235771" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>13824</dim>
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 				</port>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6995" name="self.model.layers.31.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6158" name="self.model.layers.31.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
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 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
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 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="13824, 1" offset="6283300704" size="27648" />
+		<layer id="6159" name="self.model.layers.31.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="6160" name="self.model.layers.31.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6161" name="Constant_235776" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="6162" name="Reshape_235777" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>13824</dim>
@@ -105737,8 +95504,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6998" name="self.model.layers.31.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6163" name="__module.model.layers.31.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -105752,7 +95522,7 @@
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 		</layer>
-		<layer id="6999" name="__module.model.layers.31.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -105766,14 +95536,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 		</layer>
-		<layer id="7000" name="__module.model.layers.31.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6165" name="__module.model.layers.31.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
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@@ -105788,15 +95558,15 @@
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 			</input>
 			<output>
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 					<dim>13824</dim>
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+		<layer id="6166" name="self.model.layers.31.mlp.down_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -105805,7 +95575,7 @@
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 		</layer>
-		<layer id="7002" name="Convert_208168" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -105822,8 +95592,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="6318717792" size="276480" />
+		<layer id="6168" name="self.model.layers.31.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 1" offset="5437239520" size="276480" />
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 				<port id="0" precision="U4">
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@@ -105832,7 +95602,7 @@
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 		</layer>
-		<layer id="7004" name="Convert_208170" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -105849,7 +95619,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -105871,8 +95641,8 @@
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 				<port id="0" precision="FP16">
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@@ -105881,7 +95651,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -105903,15 +95673,15 @@
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-			<data element_type="i32" shape="2" offset="341400920" size="8" />
+		<layer id="6173" name="Constant_235796" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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-		<layer id="7009" name="Reshape_208176" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -105930,8 +95700,11 @@
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 		</layer>
-		<layer id="7010" name="self.model.layers.31.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6175" name="__module.model.layers.31.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -105945,7 +95718,7 @@
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 		</layer>
-		<layer id="7011" name="__module.model.layers.31.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -105959,14 +95732,14 @@
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@@ -105981,15 +95754,15 @@
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@@ -105998,7 +95771,7 @@
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-		<layer id="7014" name="Constant_152301" type="Const" version="opset1">
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@@ -106008,7 +95781,7 @@
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 			<data auto_broadcast="numpy" />
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 					<dim>5120</dim>
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-		<layer id="7017" name="Constant_16122" type="Const" version="opset1">
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@@ -106061,14 +95834,14 @@
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 			<output>
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@@ -106078,7 +95851,7 @@
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+		<layer id="6185" name="__module.model.layers.32.input_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -106093,14 +95866,14 @@
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@@ -106116,7 +95889,7 @@
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 		</layer>
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+		<layer id="6187" name="__module.model.layers.32.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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@@ -106131,14 +95904,14 @@
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 			<output>
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+		<layer id="6188" name="__module.model.layers.32.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 			<output>
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 		</layer>
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+		<layer id="6189" name="__module.model.layers.32.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -106175,101 +95948,141 @@
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 			</input>
 			<output>
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+					<dim>40</dim>
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 		</layer>
-		<layer id="7026" name="Convert_208202" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
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+					<dim>40</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
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-			<data element_type="u8" shape="5120, 1" offset="6346335072" size="5120" />
+		<layer id="6192" name="self.model.layers.32.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5451749600" size="102400" />
 			<output>
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 					<dim>5120</dim>
+					<dim>40</dim>
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 			</output>
 		</layer>
-		<layer id="7028" name="Convert_208205" type="Convert" version="opset1">
+		<layer id="6193" name="Convert_237341" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="6194" name="self.model.layers.32.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="6346340192" size="10240" />
+		<layer id="6195" name="self.model.layers.32.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5451852000" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="6196" name="self.model.layers.32.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6197" name="Constant_237346" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="6198" name="Reshape_237347" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -106277,8 +96090,11 @@
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 			</output>
 		</layer>
-		<layer id="7032" name="self.model.layers.32.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -106292,7 +96108,7 @@
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 			</output>
 		</layer>
-		<layer id="7033" name="__module.model.layers.32.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6200" name="__module.model.layers.32.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -106306,14 +96122,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="7034" name="Constant_161126" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -106321,7 +96137,7 @@
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 		</layer>
-		<layer id="7035" name="__module.model.layers.32.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106334,7 +96150,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="4387">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -106342,7 +96158,7 @@
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 		</layer>
-		<layer id="7036" name="__module.model.layers.32.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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@@ -106350,7 +96166,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -106363,7 +96179,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -106371,142 +96187,7 @@
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-		<layer id="7042" name="__module.model.layers.32.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
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+		<layer id="6205" name="__module.model.layers.32.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -106523,7 +96204,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -106531,23 +96212,7 @@
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 			<input>
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@@ -106563,13 +96228,13 @@
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+		<layer id="6207" name="__module.model.layers.32.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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 			<output>
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+		<layer id="6208" name="__module.model.layers.32.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -106579,10 +96244,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5210,5215" />
+				<port id="3" precision="I64" names="4398,4403" />
 			</output>
 		</layer>
-		<layer id="7052" name="__module.model.layers.32.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="6209" name="__module.model.layers.32.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -106592,23 +96257,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7053" name="__module.model.layers.32.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="6210" name="__module.model.layers.32.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5212,5213,5217,5218" />
+				<port id="1" precision="I64" names="4400,4401,4405,4406" />
 			</output>
 		</layer>
-		<layer id="7054" name="Constant_157959" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="6211" name="Constant_139260" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7055" name="__module.model.layers.32.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="6212" name="__module.model.layers.32.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -106622,53 +96287,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7056" name="Constant_137549" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6213" name="__module.model.layers.32.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7057" name="ScatterUpdate_137552" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="7058" name="Constant_137555" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="6214" name="__module.model.layers.32.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7059" name="Constant_137558" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6215" name="__module.model.layers.32.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7060" name="__module.model.layers.32.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6216" name="__module.model.layers.32.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -106677,17 +96320,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5219,x2.129">
+				<port id="5" precision="FP32" names="4407,x2.129">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -106695,8 +96341,8 @@
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 			</output>
 		</layer>
-		<layer id="7061" name="Constant_152303" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="6217" name="Constant_184320" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -106706,7 +96352,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7062" name="__module.model.layers.32.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6218" name="__module.model.layers.32.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106723,7 +96369,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5220">
+				<port id="2" precision="FP32" names="4408">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -106731,24 +96377,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7063" name="Constant_137603" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="6219" name="__module.model.layers.32.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7064" name="Constant_137608" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6220" name="__module.model.layers.32.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7065" name="__module.model.layers.32.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6221" name="__module.model.layers.32.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6222" name="__module.model.layers.32.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -106757,17 +96410,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5214">
+				<port id="5" precision="FP32" names="4402">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -106775,7 +96431,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7066" name="__module.model.layers.32.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6223" name="__module.model.layers.32.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106792,7 +96448,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5222">
+				<port id="2" precision="FP32" names="4410">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -106800,41 +96456,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7067" name="__module.model.layers.32.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32" names="5201,5203,5206,sin.193,sin.195">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7068" name="__module.model.layers.32.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="5208,sin.197">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7069" name="__module.model.layers.32.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6224" name="__module.model.layers.32.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106851,7 +96473,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5223">
+				<port id="2" precision="FP32" names="4411">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -106859,7 +96481,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7070" name="__module.model.layers.32.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6225" name="__module.model.layers.32.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106876,7 +96498,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5224">
+				<port id="2" precision="FP32" names="4412">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -106884,13 +96506,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7071" name="Constant_199166" type="Const" version="opset1">
+		<layer id="6226" name="Constant_210384" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7072" name="Constant_199159" type="Const" version="opset1">
+		<layer id="6227" name="Constant_210377" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -106898,7 +96520,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7073" name="Constant_199161" type="Const" version="opset1">
+		<layer id="6228" name="Constant_210379" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -106906,7 +96528,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7074" name="Constant_199163" type="Const" version="opset1">
+		<layer id="6229" name="Constant_210381" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -106914,7 +96536,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7075" name="Concat_199164" type="Concat" version="opset1">
+		<layer id="6230" name="Concat_210382" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -106936,7 +96558,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7076" name="Broadcast_199167" type="Broadcast" version="opset3">
+		<layer id="6231" name="Broadcast_210385" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -106953,7 +96575,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7077" name="ReadValue_192141" type="ReadValue" version="opset6">
+		<layer id="6232" name="ReadValue_205999" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.32.keypresent.32.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106972,13 +96594,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7078" name="Constant_185880" type="Const" version="opset1">
+		<layer id="6233" name="Constant_202391" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7079" name="Gather_185881" type="Gather" version="opset8">
+		<layer id="6234" name="Gather_202392" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107001,8 +96623,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7080" name="self.model.layers.32.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="6346350432" size="13107200" />
+		<layer id="6235" name="self.model.layers.32.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="5452261600" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -107011,7 +96633,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7081" name="Convert_208179" type="Convert" version="opset1">
+		<layer id="6236" name="Convert_237329" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -107028,8 +96650,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7082" name="self.model.layers.32.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="6359457632" size="102400" />
+		<layer id="6237" name="self.model.layers.32.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5465368800" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -107038,7 +96660,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7083" name="Convert_208181" type="Convert" version="opset1">
+		<layer id="6238" name="Convert_237331" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -107055,7 +96677,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7084" name="self.model.layers.32.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6239" name="self.model.layers.32.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -107077,8 +96699,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7085" name="self.model.layers.32.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="6359560032" size="409600" />
+		<layer id="6240" name="self.model.layers.32.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5465471200" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -107087,7 +96709,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7086" name="self.model.layers.32.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6241" name="self.model.layers.32.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -107109,7 +96731,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7087" name="Constant_208186" type="Const" version="opset1">
+		<layer id="6242" name="Constant_237336" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -107117,7 +96739,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7088" name="Reshape_208187" type="Reshape" version="opset1">
+		<layer id="6243" name="Reshape_237337" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
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@@ -107136,8 +96758,11 @@
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 			</output>
 		</layer>
-		<layer id="7089" name="self.model.layers.32.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6244" name="__module.model.layers.32.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -107151,7 +96776,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7090" name="__module.model.layers.32.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6245" name="__module.model.layers.32.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107165,14 +96790,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5170,key_states.69">
+				<port id="2" precision="FP32" names="4383,key_states.69">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7091" name="Constant_161127" type="Const" version="opset1">
+		<layer id="6246" name="Constant_191691" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -107180,7 +96805,7 @@
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 			</output>
 		</layer>
-		<layer id="7092" name="__module.model.layers.32.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="6247" name="__module.model.layers.32.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107193,7 +96818,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5177">
+				<port id="2" precision="FP32" names="4390">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -107201,7 +96826,7 @@
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 			</output>
 		</layer>
-		<layer id="7093" name="__module.model.layers.32.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="6248" name="__module.model.layers.32.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -107209,7 +96834,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7094" name="__module.model.layers.32.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="6249" name="__module.model.layers.32.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -107222,7 +96847,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5178,k.65">
+				<port id="2" precision="FP32" names="4391,k.65">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -107230,7 +96855,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7095" name="__module.model.layers.32.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="6250" name="__module.model.layers.32.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107247,7 +96872,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5225">
+				<port id="2" precision="FP32" names="4413">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -107255,23 +96880,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7096" name="Constant_137651" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7097" name="Constant_137650" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7098" name="__module.model.layers.32.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="6251" name="__module.model.layers.32.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107287,13 +96896,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7099" name="__module.model.layers.32.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="6252" name="__module.model.layers.32.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7100" name="__module.model.layers.32.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="6253" name="__module.model.layers.32.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -107303,10 +96912,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5226,5231" />
+				<port id="3" precision="I64" names="4414,4419" />
 			</output>
 		</layer>
-		<layer id="7101" name="__module.model.layers.32.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="6254" name="__module.model.layers.32.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -107316,23 +96925,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7102" name="__module.model.layers.32.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="6255" name="__module.model.layers.32.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5228,5229,5233,5234" />
+				<port id="1" precision="I64" names="4416,4417,4421,4422" />
 			</output>
 		</layer>
-		<layer id="7103" name="Constant_157961" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="6256" name="Constant_139261" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7104" name="__module.model.layers.32.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="6257" name="__module.model.layers.32.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -107346,53 +96955,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7105" name="Constant_137649" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6258" name="__module.model.layers.32.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7106" name="ScatterUpdate_137652" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="7107" name="Constant_137655" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="6259" name="__module.model.layers.32.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7108" name="Constant_137658" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6260" name="__module.model.layers.32.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7109" name="__module.model.layers.32.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6261" name="__module.model.layers.32.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -107401,17 +96988,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5235,x2.131">
+				<port id="5" precision="FP32" names="4423,x2.131">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -107419,8 +97009,8 @@
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 			</output>
 		</layer>
-		<layer id="7110" name="Constant_152304" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="6262" name="Constant_184321" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -107430,7 +97020,7 @@
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 			</output>
 		</layer>
-		<layer id="7111" name="__module.model.layers.32.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6263" name="__module.model.layers.32.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107447,7 +97037,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5236">
+				<port id="2" precision="FP32" names="4424">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -107455,24 +97045,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7112" name="Constant_137703" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="6264" name="__module.model.layers.32.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7113" name="Constant_137708" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6265" name="__module.model.layers.32.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6266" name="__module.model.layers.32.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7114" name="__module.model.layers.32.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6267" name="__module.model.layers.32.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -107481,17 +97078,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5230">
+				<port id="5" precision="FP32" names="4418">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -107499,7 +97099,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7115" name="__module.model.layers.32.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="6268" name="__module.model.layers.32.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107516,7 +97116,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5238">
+				<port id="2" precision="FP32" names="4426">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -107524,7 +97124,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7116" name="__module.model.layers.32.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="6269" name="__module.model.layers.32.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107541,7 +97141,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5239">
+				<port id="2" precision="FP32" names="4427">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -107549,7 +97149,7 @@
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 			</output>
 		</layer>
-		<layer id="7117" name="__module.model.layers.32.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6270" name="__module.model.layers.32.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107566,7 +97166,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5240">
+				<port id="2" precision="FP32" names="4428">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -107574,7 +97174,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7118" name="__module.model.layers.32.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="6271" name="__module.model.layers.32.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107599,13 +97199,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7119" name="Constant_199179" type="Const" version="opset1">
+		<layer id="6272" name="Constant_210371" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7120" name="Constant_199172" type="Const" version="opset1">
+		<layer id="6273" name="Constant_210364" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -107613,7 +97213,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7121" name="Constant_199174" type="Const" version="opset1">
+		<layer id="6274" name="Constant_210366" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -107621,7 +97221,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7122" name="Constant_199176" type="Const" version="opset1">
+		<layer id="6275" name="Constant_210368" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -107629,7 +97229,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7123" name="Concat_199177" type="Concat" version="opset1">
+		<layer id="6276" name="Concat_210369" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -107651,7 +97251,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7124" name="Broadcast_199180" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
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@@ -107668,7 +97268,7 @@
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-		<layer id="7125" name="ReadValue_192143" type="ReadValue" version="opset6">
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@@ -107687,13 +97287,13 @@
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 		</layer>
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@@ -107716,94 +97316,134 @@
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 		</layer>
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 			<input>
-				<port id="0" precision="U8">
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 			<output>
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-			<data element_type="u8" shape="5120, 1" offset="6386184032" size="5120" />
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-		<layer id="7131" name="Convert_208194" type="Convert" version="opset1">
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 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="6386189152" size="10240" />
+		<layer id="6286" name="self.model.layers.32.self_attn.v_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6288" name="Constant_237326" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="6289" name="Reshape_237327" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
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 			<output>
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 					<dim>5120</dim>
@@ -107811,8 +97451,11 @@
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 			</output>
 		</layer>
-		<layer id="7135" name="self.model.layers.32.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6290" name="__module.model.layers.32.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -107826,7 +97469,7 @@
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 			</output>
 		</layer>
-		<layer id="7136" name="__module.model.layers.32.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6291" name="__module.model.layers.32.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -107840,14 +97483,14 @@
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="7137" name="Constant_161128" type="Const" version="opset1">
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@@ -107855,7 +97498,7 @@
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 		</layer>
-		<layer id="7138" name="__module.model.layers.32.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="6293" name="__module.model.layers.32.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
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 			<input>
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@@ -107868,7 +97511,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4393">
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 					<dim>-1</dim>
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@@ -107876,7 +97519,7 @@
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-		<layer id="7139" name="__module.model.layers.32.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="6294" name="__module.model.layers.32.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -107884,7 +97527,7 @@
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 		</layer>
-		<layer id="7140" name="__module.model.layers.32.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="6295" name="__module.model.layers.32.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -107897,7 +97540,7 @@
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 			</input>
 			<output>
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 					<dim>40</dim>
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@@ -107905,7 +97548,7 @@
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 		</layer>
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+		<layer id="6296" name="__module.model.layers.32.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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 			<input>
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@@ -107930,206 +97573,7 @@
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 			<data causal="false" />
 			<input>
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@@ -108158,7 +97602,7 @@
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -108166,7 +97610,7 @@
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@@ -108174,7 +97618,7 @@
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 				<port id="0" precision="FP32">
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@@ -108187,7 +97631,7 @@
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 					<dim>-1</dim>
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@@ -108195,7 +97639,7 @@
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-		<layer id="7163" name="Constant_127097" type="Const" version="opset1">
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-		<layer id="7164" name="Gather_127098" type="Gather" version="opset8">
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@@ -108241,7 +97685,7 @@
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@@ -108271,15 +97715,15 @@
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@@ -108288,7 +97732,7 @@
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-		<layer id="7168" name="Convert_208212" type="Convert" version="opset1">
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 			<input>
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@@ -108305,8 +97749,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="6399306592" size="102400" />
+		<layer id="6308" name="self.model.layers.32.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5492607200" size="102400" />
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 				<port id="0" precision="U4">
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@@ -108315,7 +97759,7 @@
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 		</layer>
-		<layer id="7170" name="Convert_208214" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -108332,7 +97776,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -108354,8 +97798,8 @@
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-			<data element_type="f16" shape="5120, 40, 1" offset="6399408992" size="409600" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="5492709600" size="409600" />
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 				<port id="0" precision="FP16">
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@@ -108364,7 +97808,7 @@
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-		<layer id="7173" name="self.model.layers.32.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -108386,7 +97830,7 @@
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 		</layer>
-		<layer id="7174" name="Constant_208219" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
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@@ -108394,7 +97838,7 @@
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-		<layer id="7175" name="Reshape_208220" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -108413,8 +97857,11 @@
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 		</layer>
-		<layer id="7176" name="self.model.layers.32.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6315" name="__module.model.layers.32.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -108428,13 +97875,13 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -108442,14 +97889,14 @@
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -108464,15 +97911,15 @@
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 			<output>
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 					<dim>5120</dim>
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-			<data element_type="f32" shape="1, 1, 5120" offset="6399818592" size="20480" />
+		<layer id="6318" name="Constant_184325" type="Const" version="opset1">
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@@ -108481,7 +97928,7 @@
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-		<layer id="7180" name="Constant_152307" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
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@@ -108491,7 +97938,7 @@
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-		<layer id="7181" name="Constant_152305" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
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@@ -108501,7 +97948,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -108516,22 +97963,22 @@
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-		<layer id="7183" name="Constant_16544" type="Const" version="opset1">
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 			<data keep_dims="true" />
 			<input>
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@@ -108544,14 +97991,14 @@
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 					<dim>-1</dim>
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-		<layer id="7185" name="Constant_152306" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
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@@ -108561,7 +98008,7 @@
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 			<input>
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@@ -108576,14 +98023,14 @@
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -108599,7 +98046,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -108614,14 +98061,14 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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 			<output>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -108658,15 +98105,15 @@
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 			<output>
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 					<dim>5120</dim>
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@@ -108675,7 +98122,7 @@
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-		<layer id="7192" name="Convert_208234" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -108692,8 +98139,8 @@
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 				<port id="0" precision="U4">
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@@ -108702,7 +98149,7 @@
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-		<layer id="7194" name="Convert_208236" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -108719,7 +98166,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -108741,8 +98188,8 @@
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@@ -108751,7 +98198,7 @@
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@@ -108773,15 +98220,15 @@
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 			<input>
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@@ -108800,8 +98247,11 @@
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-		<layer id="7200" name="self.model.layers.32.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6339" name="__module.model.layers.32.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
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 			<output>
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-			<data element_type="u8" shape="13824, 1" offset="6507389792" size="13824" />
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+					<dim>40</dim>
+					<dim>128</dim>
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+		<layer id="6349" name="Constant_235806" type="Const" version="opset1">
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+				<port id="0" precision="FP16">
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 			<output>
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@@ -108947,8 +98437,11 @@
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+		<layer id="6351" name="__module.model.layers.32.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -108962,7 +98455,7 @@
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@@ -108998,15 +98491,15 @@
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@@ -109015,7 +98508,7 @@
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@@ -109032,8 +98525,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="6542820704" size="276480" />
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@@ -109059,7 +98552,7 @@
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@@ -109140,8 +98633,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -109155,7 +98651,7 @@
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@@ -109208,7 +98704,7 @@
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@@ -109218,7 +98714,7 @@
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@@ -109288,7 +98784,7 @@
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 			<input>
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 			<output>
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-			<data element_type="u8" shape="5120, 1" offset="6570437984" size="5120" />
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 			<data destination_type="f16" />
 			<input>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+		<layer id="6385" name="Constant_237386" type="Const" version="opset1">
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+				<port id="0" precision="I32">
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+				<port id="0" precision="FP16">
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+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
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@@ -109487,8 +99023,11 @@
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 		</layer>
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 			<data destination_type="f32" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -109502,7 +99041,7 @@
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@@ -109516,14 +99055,14 @@
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 					<dim>-1</dim>
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@@ -109531,7 +99070,7 @@
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@@ -109544,7 +99083,7 @@
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 			<output>
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@@ -109552,7 +99091,7 @@
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@@ -109560,7 +99099,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -109733,7 +99137,7 @@
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -109741,23 +99145,7 @@
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@@ -109773,13 +99161,13 @@
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@@ -109789,10 +99177,10 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -109802,23 +99190,23 @@
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-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="6399" name="Constant_139265" type="Const" version="opset1">
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 		</layer>
-		<layer id="7267" name="__module.model.layers.33.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="6400" name="__module.model.layers.33.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -109832,53 +99220,31 @@
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 		</layer>
-		<layer id="7268" name="Constant_137761" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6401" name="__module.model.layers.33.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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 		</layer>
-		<layer id="7270" name="Constant_137767" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="6402" name="__module.model.layers.33.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6403" name="__module.model.layers.33.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6404" name="__module.model.layers.33.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -109887,17 +99253,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -109905,8 +99274,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="6405" name="Constant_184330" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -109916,7 +99285,7 @@
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 			</output>
 		</layer>
-		<layer id="7274" name="__module.model.layers.33.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6406" name="__module.model.layers.33.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -109933,7 +99302,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -109941,24 +99310,31 @@
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 			</output>
 		</layer>
-		<layer id="7275" name="Constant_137815" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="6407" name="__module.model.layers.33.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="7276" name="Constant_137820" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6408" name="__module.model.layers.33.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6409" name="__module.model.layers.33.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="6410" name="__module.model.layers.33.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -109967,17 +99343,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -109985,7 +99364,7 @@
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 			</output>
 		</layer>
-		<layer id="7278" name="__module.model.layers.33.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6411" name="__module.model.layers.33.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110002,7 +99381,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4532">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -110010,41 +99389,7 @@
 				</port>
 			</output>
 		</layer>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="7280" name="__module.model.layers.33.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-		</layer>
-		<layer id="7281" name="__module.model.layers.33.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6412" name="__module.model.layers.33.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110061,7 +99406,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5371">
+				<port id="2" precision="FP32" names="4533">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -110069,7 +99414,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7282" name="__module.model.layers.33.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6413" name="__module.model.layers.33.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110086,7 +99431,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5372">
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -110094,13 +99439,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7283" name="Constant_199192" type="Const" version="opset1">
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 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7284" name="Constant_199185" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -110108,7 +99453,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7285" name="Constant_199187" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -110116,7 +99461,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7286" name="Constant_199189" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -110124,7 +99469,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7287" name="Concat_199190" type="Concat" version="opset1">
+		<layer id="6418" name="Concat_210408" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -110146,7 +99491,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7288" name="Broadcast_199193" type="Broadcast" version="opset3">
+		<layer id="6419" name="Broadcast_210411" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -110163,7 +99508,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7289" name="ReadValue_192145" type="ReadValue" version="opset6">
+		<layer id="6420" name="ReadValue_206003" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.33.keypresent.33.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110182,13 +99527,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7290" name="Constant_185886" type="Const" version="opset1">
+		<layer id="6421" name="Constant_202397" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7291" name="Gather_185887" type="Gather" version="opset8">
+		<layer id="6422" name="Gather_202398" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110211,94 +99556,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 5120" offset="6570453344" size="26214400" />
+		<layer id="6423" name="self.model.layers.33.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="5617094880" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7293" name="Convert_208257" type="Convert" version="opset1">
+		<layer id="6424" name="Convert_237369" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="6596667744" size="5120" />
+		<layer id="6425" name="self.model.layers.33.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5630202080" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7295" name="Convert_208260" type="Convert" version="opset1">
+		<layer id="6426" name="Convert_237371" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7296" name="self.model.layers.33.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6427" name="self.model.layers.33.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="6596672864" size="10240" />
+		<layer id="6428" name="self.model.layers.33.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5630304480" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="6429" name="self.model.layers.33.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+			</output>
+		</layer>
+		<layer id="6430" name="Constant_237376" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6431" name="Reshape_237377" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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@@ -110306,8 +99691,11 @@
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 		</layer>
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+		<layer id="6432" name="__module.model.layers.33.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -110321,7 +99709,7 @@
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 		</layer>
-		<layer id="7300" name="__module.model.layers.33.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6433" name="__module.model.layers.33.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -110335,14 +99723,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="4505,key_states.71">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="7301" name="Constant_161130" type="Const" version="opset1">
+		<layer id="6434" name="Constant_191694" type="Const" version="opset1">
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@@ -110350,7 +99738,7 @@
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 		</layer>
-		<layer id="7302" name="__module.model.layers.33.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="6435" name="__module.model.layers.33.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110363,7 +99751,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5325">
+				<port id="2" precision="FP32" names="4512">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -110371,7 +99759,7 @@
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 		</layer>
-		<layer id="7303" name="__module.model.layers.33.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="6436" name="__module.model.layers.33.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -110379,7 +99767,7 @@
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 			</output>
 		</layer>
-		<layer id="7304" name="__module.model.layers.33.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="6437" name="__module.model.layers.33.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -110392,7 +99780,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5326,k.67">
+				<port id="2" precision="FP32" names="4513,k.67">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -110400,7 +99788,7 @@
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 			</output>
 		</layer>
-		<layer id="7305" name="__module.model.layers.33.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="6438" name="__module.model.layers.33.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110417,7 +99805,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5373">
+				<port id="2" precision="FP32" names="4535">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -110425,23 +99813,7 @@
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 			</output>
 		</layer>
-		<layer id="7306" name="Constant_137863" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="7307" name="Constant_137862" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="7308" name="__module.model.layers.33.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="6439" name="__module.model.layers.33.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110457,13 +99829,13 @@
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 			</output>
 		</layer>
-		<layer id="7309" name="__module.model.layers.33.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="6440" name="__module.model.layers.33.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7310" name="__module.model.layers.33.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="6441" name="__module.model.layers.33.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -110473,10 +99845,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5374,5379" />
+				<port id="3" precision="I64" names="4536,4541" />
 			</output>
 		</layer>
-		<layer id="7311" name="__module.model.layers.33.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="6442" name="__module.model.layers.33.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -110486,23 +99858,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7312" name="__module.model.layers.33.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="6443" name="__module.model.layers.33.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5376,5377,5381,5382" />
+				<port id="1" precision="I64" names="4538,4539,4543,4544" />
 			</output>
 		</layer>
-		<layer id="7313" name="Constant_157965" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="6444" name="Constant_139266" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7314" name="__module.model.layers.33.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="6445" name="__module.model.layers.33.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -110516,53 +99888,31 @@
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 			</output>
 		</layer>
-		<layer id="7315" name="Constant_137861" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6446" name="__module.model.layers.33.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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 					<dim>1</dim>
 				</port>
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-				<port id="3" precision="I32">
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 			</output>
 		</layer>
-		<layer id="7317" name="Constant_137867" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="6447" name="__module.model.layers.33.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7318" name="Constant_137870" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6448" name="__module.model.layers.33.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6449" name="__module.model.layers.33.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -110571,17 +99921,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -110589,8 +99942,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="6450" name="Constant_184331" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -110600,7 +99953,7 @@
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 			</output>
 		</layer>
-		<layer id="7321" name="__module.model.layers.33.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6451" name="__module.model.layers.33.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110617,7 +99970,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -110625,24 +99978,31 @@
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 			</output>
 		</layer>
-		<layer id="7322" name="Constant_137915" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="6452" name="__module.model.layers.33.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7323" name="Constant_137920" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6453" name="__module.model.layers.33.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6454" name="__module.model.layers.33.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6455" name="__module.model.layers.33.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -110651,17 +100011,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5378">
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -110669,7 +100032,7 @@
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 			</output>
 		</layer>
-		<layer id="7325" name="__module.model.layers.33.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="6456" name="__module.model.layers.33.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110686,7 +100049,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5386">
+				<port id="2" precision="FP32" names="4548">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -110694,7 +100057,7 @@
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 			</output>
 		</layer>
-		<layer id="7326" name="__module.model.layers.33.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="6457" name="__module.model.layers.33.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110711,7 +100074,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5387">
+				<port id="2" precision="FP32" names="4549">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -110719,7 +100082,7 @@
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 			</output>
 		</layer>
-		<layer id="7327" name="__module.model.layers.33.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6458" name="__module.model.layers.33.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110736,7 +100099,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5388">
+				<port id="2" precision="FP32" names="4550">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -110744,7 +100107,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7328" name="__module.model.layers.33.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="6459" name="__module.model.layers.33.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110769,13 +100132,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7329" name="Constant_199205" type="Const" version="opset1">
+		<layer id="6460" name="Constant_210397" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7330" name="Constant_199198" type="Const" version="opset1">
+		<layer id="6461" name="Constant_210390" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -110783,7 +100146,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7331" name="Constant_199200" type="Const" version="opset1">
+		<layer id="6462" name="Constant_210392" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -110791,7 +100154,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7332" name="Constant_199202" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -110799,7 +100162,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7333" name="Concat_199203" type="Concat" version="opset1">
+		<layer id="6464" name="Concat_210395" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -110821,7 +100184,7 @@
 				</port>
 			</output>
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@@ -110981,8 +100384,11 @@
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 			<data destination_type="f32" />
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@@ -111025,7 +100431,7 @@
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@@ -111054,7 +100460,7 @@
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@@ -111100,206 +100506,7 @@
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@@ -111336,7 +100543,7 @@
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@@ -111411,7 +100618,7 @@
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@@ -111458,7 +100665,7 @@
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@@ -111475,8 +100682,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="6636020064" size="102400" />
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@@ -111485,7 +100692,7 @@
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@@ -111502,7 +100709,7 @@
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@@ -111524,8 +100731,8 @@
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@@ -111534,7 +100741,7 @@
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@@ -111556,7 +100763,7 @@
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@@ -111564,7 +100771,7 @@
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-		<layer id="7385" name="Reshape_208297" type="Reshape" version="opset1">
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@@ -111583,8 +100790,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -111598,13 +100808,13 @@
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@@ -111634,15 +100844,15 @@
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+		<layer id="6506" name="Constant_184335" type="Const" version="opset1">
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@@ -111651,7 +100861,7 @@
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@@ -111661,7 +100871,7 @@
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-		<layer id="7391" name="Constant_152315" type="Const" version="opset1">
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@@ -111671,7 +100881,7 @@
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@@ -111714,14 +100924,14 @@
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@@ -111731,7 +100941,7 @@
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@@ -111769,7 +100979,7 @@
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 			<data auto_broadcast="numpy" />
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 			<data auto_broadcast="numpy" />
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@@ -111828,15 +101038,15 @@
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@@ -111845,7 +101055,7 @@
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 			<input>
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@@ -111862,8 +101072,8 @@
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@@ -111872,7 +101082,7 @@
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-		<layer id="7404" name="Convert_208313" type="Convert" version="opset1">
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@@ -111889,7 +101099,7 @@
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@@ -111921,7 +101131,7 @@
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@@ -111943,15 +101153,15 @@
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 			<input>
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@@ -111970,8 +101180,11 @@
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@@ -112157,8 +101370,11 @@
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@@ -112242,8 +101458,8 @@
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@@ -112269,7 +101485,7 @@
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@@ -112301,7 +101517,7 @@
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@@ -112323,15 +101539,15 @@
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 			<data destination_type="f32" />
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-			<data element_type="u8" shape="5120, 1" offset="6773102944" size="5120" />
+		<layer id="6568" name="self.model.layers.34.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
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 			<input>
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 					<dim>5120</dim>
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 		</layer>
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 				<port id="1" precision="FP16">
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 			<output>
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 					<dim>5120</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
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+		<layer id="6571" name="self.model.layers.34.self_attn.q_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
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 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="6573" name="Constant_237426" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
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+				<port id="0" precision="I32">
+					<dim>2</dim>
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+		<layer id="6574" name="Reshape_237427" type="Reshape" version="opset1">
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+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
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@@ -112697,8 +101956,11 @@
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 		</layer>
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -112712,7 +101974,7 @@
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 		</layer>
-		<layer id="7457" name="__module.model.layers.34.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="7458" name="Constant_161132" type="Const" version="opset1">
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@@ -112741,7 +102003,7 @@
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 		</layer>
-		<layer id="7459" name="__module.model.layers.34.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
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 			<input>
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@@ -112754,7 +102016,7 @@
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 			<output>
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@@ -112762,7 +102024,7 @@
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@@ -112770,7 +102032,7 @@
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+		<layer id="6580" name="__module.model.layers.34.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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 			<output>
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 					<dim>40</dim>
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@@ -112791,142 +102053,7 @@
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+		<layer id="6581" name="__module.model.layers.34.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -112943,7 +102070,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -112951,23 +102078,7 @@
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 			<input>
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@@ -112983,13 +102094,13 @@
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 		</layer>
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+		<layer id="6583" name="__module.model.layers.34.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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 		</layer>
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 			<data batch_dims="0" />
 			<input>
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@@ -112999,10 +102110,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="4642,4647" />
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-		<layer id="7476" name="__module.model.layers.34.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="6585" name="__module.model.layers.34.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -113012,23 +102123,23 @@
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 		</layer>
-		<layer id="7477" name="__module.model.layers.34.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="6586" name="__module.model.layers.34.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
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 			<output>
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-		<layer id="7478" name="Constant_157967" type="Const" version="opset1">
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+		<layer id="6587" name="Constant_139270" type="Const" version="opset1">
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-		<layer id="7479" name="__module.model.layers.34.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -113042,53 +102153,31 @@
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-		<layer id="7480" name="Constant_137973" type="Const" version="opset1">
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+		<layer id="6589" name="__module.model.layers.34.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="6590" name="__module.model.layers.34.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="7483" name="Constant_137982" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6591" name="__module.model.layers.34.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="7484" name="__module.model.layers.34.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6592" name="__module.model.layers.34.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -113097,17 +102186,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4651,x2.137">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113115,8 +102207,8 @@
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 		</layer>
-		<layer id="7485" name="Constant_152323" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="6593" name="Constant_184340" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -113126,7 +102218,7 @@
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 			</output>
 		</layer>
-		<layer id="7486" name="__module.model.layers.34.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6594" name="__module.model.layers.34.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113143,7 +102235,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5516">
+				<port id="2" precision="FP32" names="4652">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113151,24 +102243,31 @@
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 			</output>
 		</layer>
-		<layer id="7487" name="Constant_138027" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="6595" name="__module.model.layers.34.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7488" name="Constant_138032" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6596" name="__module.model.layers.34.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7489" name="__module.model.layers.34.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6597" name="__module.model.layers.34.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6598" name="__module.model.layers.34.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -113177,17 +102276,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4646">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113195,7 +102297,7 @@
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 			</output>
 		</layer>
-		<layer id="7490" name="__module.model.layers.34.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6599" name="__module.model.layers.34.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113212,7 +102314,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5518">
+				<port id="2" precision="FP32" names="4654">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113220,41 +102322,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7491" name="__module.model.layers.34.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			<output>
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-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="7492" name="__module.model.layers.34.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="5504,sin.209">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="7493" name="__module.model.layers.34.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6600" name="__module.model.layers.34.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113271,7 +102339,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5519">
+				<port id="2" precision="FP32" names="4655">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113279,7 +102347,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7494" name="__module.model.layers.34.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6601" name="__module.model.layers.34.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113296,7 +102364,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5520">
+				<port id="2" precision="FP32" names="4656">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113304,13 +102372,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7495" name="Constant_199218" type="Const" version="opset1">
+		<layer id="6602" name="Constant_210436" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7496" name="Constant_199211" type="Const" version="opset1">
+		<layer id="6603" name="Constant_210429" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -113318,7 +102386,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7497" name="Constant_199213" type="Const" version="opset1">
+		<layer id="6604" name="Constant_210431" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -113326,7 +102394,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7498" name="Constant_199215" type="Const" version="opset1">
+		<layer id="6605" name="Constant_210433" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -113334,7 +102402,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7499" name="Concat_199216" type="Concat" version="opset1">
+		<layer id="6606" name="Concat_210434" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -113356,7 +102424,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7500" name="Broadcast_199219" type="Broadcast" version="opset3">
+		<layer id="6607" name="Broadcast_210437" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -113373,7 +102441,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7501" name="ReadValue_192149" type="ReadValue" version="opset6">
+		<layer id="6608" name="ReadValue_206007" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.34.keypresent.34.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113392,13 +102460,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7502" name="Constant_185892" type="Const" version="opset1">
+		<layer id="6609" name="Constant_202403" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7503" name="Gather_185893" type="Gather" version="opset8">
+		<layer id="6610" name="Gather_202404" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113421,94 +102489,134 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 5120" offset="6773118304" size="26214400" />
+		<layer id="6611" name="self.model.layers.34.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="5781928160" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7505" name="Convert_208334" type="Convert" version="opset1">
+		<layer id="6612" name="Convert_237409" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7506" name="self.model.layers.34.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="6799332704" size="5120" />
+		<layer id="6613" name="self.model.layers.34.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5795035360" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7507" name="Convert_208337" type="Convert" version="opset1">
+		<layer id="6614" name="Convert_237411" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7508" name="self.model.layers.34.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6615" name="self.model.layers.34.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7509" name="self.model.layers.34.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="6799337824" size="10240" />
+		<layer id="6616" name="self.model.layers.34.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5795137760" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7510" name="self.model.layers.34.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6617" name="self.model.layers.34.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6618" name="Constant_237416" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6619" name="Reshape_237417" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -113516,8 +102624,11 @@
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 			</output>
 		</layer>
-		<layer id="7511" name="self.model.layers.34.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6620" name="__module.model.layers.34.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -113531,7 +102642,7 @@
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 			</output>
 		</layer>
-		<layer id="7512" name="__module.model.layers.34.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6621" name="__module.model.layers.34.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113545,14 +102656,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5466,key_states.73">
+				<port id="2" precision="FP32" names="4627,key_states.73">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7513" name="Constant_161133" type="Const" version="opset1">
+		<layer id="6622" name="Constant_191697" type="Const" version="opset1">
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@@ -113560,7 +102671,7 @@
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 		</layer>
-		<layer id="7514" name="__module.model.layers.34.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="6623" name="__module.model.layers.34.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -113573,7 +102684,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4634">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -113581,7 +102692,7 @@
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 			</output>
 		</layer>
-		<layer id="7515" name="__module.model.layers.34.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="6624" name="__module.model.layers.34.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -113589,7 +102700,7 @@
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 			</output>
 		</layer>
-		<layer id="7516" name="__module.model.layers.34.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="6625" name="__module.model.layers.34.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -113602,7 +102713,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5474,k.69">
+				<port id="2" precision="FP32" names="4635,k.69">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113610,7 +102721,7 @@
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 			</output>
 		</layer>
-		<layer id="7517" name="__module.model.layers.34.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="6626" name="__module.model.layers.34.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113627,7 +102738,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5521">
+				<port id="2" precision="FP32" names="4657">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113635,23 +102746,7 @@
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 			</output>
 		</layer>
-		<layer id="7518" name="Constant_138075" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="7519" name="Constant_138074" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="7520" name="__module.model.layers.34.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="6627" name="__module.model.layers.34.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113667,13 +102762,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7521" name="__module.model.layers.34.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="6628" name="__module.model.layers.34.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7522" name="__module.model.layers.34.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="6629" name="__module.model.layers.34.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -113683,10 +102778,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5522,5527" />
+				<port id="3" precision="I64" names="4658,4663" />
 			</output>
 		</layer>
-		<layer id="7523" name="__module.model.layers.34.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="6630" name="__module.model.layers.34.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -113696,23 +102791,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7524" name="__module.model.layers.34.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="6631" name="__module.model.layers.34.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="4660,4661,4665,4666" />
 			</output>
 		</layer>
-		<layer id="7525" name="Constant_157969" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="6632" name="Constant_139271" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7526" name="__module.model.layers.34.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="6633" name="__module.model.layers.34.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -113726,53 +102821,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7527" name="Constant_138073" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6634" name="__module.model.layers.34.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="7528" name="ScatterUpdate_138076" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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 			</output>
 		</layer>
-		<layer id="7529" name="Constant_138079" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="6635" name="__module.model.layers.34.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7530" name="Constant_138082" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6636" name="__module.model.layers.34.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7531" name="__module.model.layers.34.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6637" name="__module.model.layers.34.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -113781,17 +102854,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4667,x2.139">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113799,8 +102875,8 @@
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 			</output>
 		</layer>
-		<layer id="7532" name="Constant_152324" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="6638" name="Constant_184341" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -113810,7 +102886,7 @@
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 			</output>
 		</layer>
-		<layer id="7533" name="__module.model.layers.34.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6639" name="__module.model.layers.34.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113827,7 +102903,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5532">
+				<port id="2" precision="FP32" names="4668">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113835,24 +102911,31 @@
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 			</output>
 		</layer>
-		<layer id="7534" name="Constant_138127" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="6640" name="__module.model.layers.34.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7535" name="Constant_138132" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6641" name="__module.model.layers.34.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6642" name="__module.model.layers.34.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7536" name="__module.model.layers.34.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6643" name="__module.model.layers.34.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -113861,17 +102944,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5526">
+				<port id="5" precision="FP32" names="4662">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113879,7 +102965,7 @@
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 			</output>
 		</layer>
-		<layer id="7537" name="__module.model.layers.34.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="6644" name="__module.model.layers.34.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113896,7 +102982,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5534">
+				<port id="2" precision="FP32" names="4670">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113904,7 +102990,7 @@
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 			</output>
 		</layer>
-		<layer id="7538" name="__module.model.layers.34.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="6645" name="__module.model.layers.34.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113921,7 +103007,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5535">
+				<port id="2" precision="FP32" names="4671">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113929,7 +103015,7 @@
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 			</output>
 		</layer>
-		<layer id="7539" name="__module.model.layers.34.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6646" name="__module.model.layers.34.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113946,7 +103032,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5536">
+				<port id="2" precision="FP32" names="4672">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -113954,7 +103040,7 @@
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 			</output>
 		</layer>
-		<layer id="7540" name="__module.model.layers.34.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="6647" name="__module.model.layers.34.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -113979,13 +103065,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7541" name="Constant_199231" type="Const" version="opset1">
+		<layer id="6648" name="Constant_210423" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7542" name="Constant_199224" type="Const" version="opset1">
+		<layer id="6649" name="Constant_210416" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -113993,7 +103079,7 @@
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 			</output>
 		</layer>
-		<layer id="7543" name="Constant_199226" type="Const" version="opset1">
+		<layer id="6650" name="Constant_210418" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -114001,7 +103087,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7544" name="Constant_199228" type="Const" version="opset1">
+		<layer id="6651" name="Constant_210420" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -114009,7 +103095,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7545" name="Concat_199229" type="Concat" version="opset1">
+		<layer id="6652" name="Concat_210421" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -114031,7 +103117,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7546" name="Broadcast_199232" type="Broadcast" version="opset3">
+		<layer id="6653" name="Broadcast_210424" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -114048,7 +103134,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7547" name="ReadValue_192151" type="ReadValue" version="opset6">
+		<layer id="6654" name="ReadValue_206009" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.34.valuepresent.34.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -114067,13 +103153,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7548" name="Constant_185895" type="Const" version="opset1">
+		<layer id="6655" name="Constant_202406" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7549" name="Gather_185896" type="Gather" version="opset8">
+		<layer id="6656" name="Gather_202407" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -114096,94 +103182,134 @@
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 			</output>
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+					<dim>128</dim>
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+		<layer id="6664" name="Constant_237406" type="Const" version="opset1">
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+					<dim>128</dim>
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 			<data destination_type="f32" />
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@@ -114206,7 +103335,7 @@
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@@ -114235,7 +103364,7 @@
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 		</layer>
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-		<layer id="7561" name="__module.model.layers.34.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -114264,7 +103393,7 @@
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 		</layer>
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 			</input>
 			<output>
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 			<data causal="false" />
 			<input>
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@@ -114538,7 +103468,7 @@
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -114546,7 +103476,7 @@
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@@ -114554,7 +103484,7 @@
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@@ -114567,7 +103497,7 @@
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -114575,7 +103505,7 @@
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 			<data output_type="i64" />
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@@ -114590,21 +103520,21 @@
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-		<layer id="7586" name="Gather_127118" type="Gather" version="opset8">
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@@ -114621,7 +103551,7 @@
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+		<layer id="6680" name="__module.model.layers.34.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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@@ -114632,12 +103562,12 @@
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 			<output>
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+				<port id="2" precision="I64" names="4685">
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-		<layer id="7588" name="__module.model.layers.34.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="6681" name="__module.model.layers.34.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
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@@ -114651,101 +103581,141 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4686">
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 					<dim>-1</dim>
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-			<data element_type="u8" shape="5120, 5120" offset="6825577824" size="26214400" />
+		<layer id="6682" name="self.model.layers.34.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="5809166560" size="13107200" />
 			<output>
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+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="7590" name="Convert_208367" type="Convert" version="opset1">
+		<layer id="6683" name="Convert_237429" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
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 		</layer>
-		<layer id="7591" name="self.model.layers.34.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="6851792224" size="5120" />
+		<layer id="6684" name="self.model.layers.34.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5822273760" size="102400" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7592" name="Convert_208370" type="Convert" version="opset1">
+		<layer id="6685" name="Convert_237431" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7593" name="self.model.layers.34.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6686" name="self.model.layers.34.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7594" name="self.model.layers.34.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="6851797344" size="10240" />
+		<layer id="6687" name="self.model.layers.34.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5822376160" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7595" name="self.model.layers.34.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6688" name="self.model.layers.34.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6689" name="Constant_237436" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6690" name="Reshape_237437" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -114753,8 +103723,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7596" name="self.model.layers.34.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6691" name="__module.model.layers.34.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -114768,13 +103741,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7597" name="__module.model.layers.34.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6692" name="__module.model.layers.34.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>5120</dim>
@@ -114782,14 +103755,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5552,5554,hidden_states.897">
+				<port id="2" precision="FP32" names="4688,4690,hidden_states.897">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="7598" name="__module.model.layers.34/aten::add/Add" type="Add" version="opset1">
+		<layer id="6693" name="__module.model.layers.34/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -114804,15 +103777,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4693,4695,4706,hidden_states.899,hidden_states.901">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="7599" name="Constant_152328" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="6851807584" size="20480" />
+		<layer id="6694" name="Constant_184345" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 5120" offset="5822785760" size="20480" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -114821,7 +103794,7 @@
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 			</output>
 		</layer>
-		<layer id="7600" name="Constant_152327" type="Const" version="opset1">
+		<layer id="6695" name="Constant_184344" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -114831,7 +103804,7 @@
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 			</output>
 		</layer>
-		<layer id="7601" name="Constant_152325" type="Const" version="opset1">
+		<layer id="6696" name="Constant_184342" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
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@@ -114841,7 +103814,7 @@
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 			</output>
 		</layer>
-		<layer id="7602" name="__module.model.layers.34.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="6697" name="__module.model.layers.34.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -114856,22 +103829,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="7603" name="Constant_17530" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="4697">
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 		</layer>
-		<layer id="7604" name="__module.model.layers.34.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="6699" name="__module.model.layers.34.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -114884,14 +103857,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5562,variance.139">
+				<port id="2" precision="FP32" names="4698,variance.139">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="7605" name="Constant_152326" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
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@@ -114901,7 +103874,7 @@
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 			</output>
 		</layer>
-		<layer id="7606" name="__module.model.layers.34.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="6701" name="__module.model.layers.34.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -114916,14 +103889,14 @@
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 			</input>
 			<output>
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 					<dim>1</dim>
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 		</layer>
-		<layer id="7607" name="__module.model.layers.34.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="6702" name="__module.model.layers.34.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -114939,7 +103912,7 @@
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 			</output>
 		</layer>
-		<layer id="7608" name="__module.model.layers.34.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="6703" name="__module.model.layers.34.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -114954,14 +103927,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5564">
+				<port id="2" precision="FP32" names="4700">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="7609" name="__module.model.layers.34.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6704" name="__module.model.layers.34.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -114976,14 +103949,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5565,5566,hidden_states.903,hidden_states.905">
+				<port id="2" precision="FP32" names="4701,4702,hidden_states.903,hidden_states.905">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="7610" name="__module.model.layers.34.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6705" name="__module.model.layers.34.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -114998,15 +103971,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5567,5569">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="7611" name="self.model.layers.34.mlp.gate_proj.weight" type="Const" version="opset1">
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+		<layer id="6706" name="self.model.layers.34.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="5822806240" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
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@@ -115015,7 +103988,7 @@
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 			</output>
 		</layer>
-		<layer id="7612" name="Convert_208388" type="Convert" version="opset1">
+		<layer id="6707" name="Convert_235869" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -115032,8 +104005,8 @@
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 			</output>
 		</layer>
-		<layer id="7613" name="self.model.layers.34.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="6887217504" size="276480" />
+		<layer id="6708" name="self.model.layers.34.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="5858195680" size="276480" />
 			<output>
 				<port id="0" precision="U4">
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@@ -115042,7 +104015,7 @@
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 			</output>
 		</layer>
-		<layer id="7614" name="Convert_208390" type="Convert" version="opset1">
+		<layer id="6709" name="Convert_235871" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -115059,7 +104032,7 @@
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 		</layer>
-		<layer id="7615" name="self.model.layers.34.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6710" name="self.model.layers.34.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -115081,8 +104054,8 @@
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-		<layer id="7616" name="self.model.layers.34.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="6887493984" size="1105920" />
+		<layer id="6711" name="self.model.layers.34.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="5858472160" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -115091,7 +104064,7 @@
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 			</output>
 		</layer>
-		<layer id="7617" name="self.model.layers.34.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6712" name="self.model.layers.34.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -115113,15 +104086,15 @@
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-		<layer id="7618" name="Constant_208395" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="6713" name="Constant_235876" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
 			<output>
 				<port id="0" precision="I32">
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-		<layer id="7619" name="Reshape_208396" type="Reshape" version="opset1">
+		<layer id="6714" name="Reshape_235877" type="Reshape" version="opset1">
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@@ -115140,8 +104113,11 @@
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@@ -115219,8 +104195,8 @@
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@@ -115246,7 +104222,7 @@
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@@ -115278,7 +104254,7 @@
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@@ -115327,8 +104303,11 @@
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 			<data destination_type="f32" />
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@@ -115395,7 +104374,7 @@
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@@ -115412,8 +104391,8 @@
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@@ -115439,7 +104418,7 @@
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@@ -115471,7 +104450,7 @@
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 			<data destination_type="f32" />
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 		</layer>
-		<layer id="7660" name="Convert_208433" type="Convert" version="opset1">
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 			<input>
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 			<output>
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-			<data element_type="u8" shape="5120, 1" offset="6988378464" size="5120" />
+		<layer id="6756" name="self.model.layers.35.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5946249440" size="102400" />
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+					<dim>40</dim>
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 		</layer>
-		<layer id="7662" name="Convert_208436" type="Convert" version="opset1">
+		<layer id="6757" name="Convert_237461" type="Convert" version="opset1">
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 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>40</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
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+		<layer id="6758" name="self.model.layers.35.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
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-			<data element_type="f16" shape="5120, 1" offset="6988383584" size="10240" />
+		<layer id="6759" name="self.model.layers.35.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5946351840" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
-		<layer id="7665" name="self.model.layers.35.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6760" name="self.model.layers.35.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6761" name="Constant_237466" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="6762" name="Reshape_237467" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
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@@ -115867,8 +104889,11 @@
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 		</layer>
-		<layer id="7666" name="self.model.layers.35.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6763" name="__module.model.layers.35.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -115882,7 +104907,7 @@
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 		</layer>
-		<layer id="7667" name="__module.model.layers.35.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6764" name="__module.model.layers.35.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -115896,14 +104921,14 @@
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="7668" name="Constant_161135" type="Const" version="opset1">
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@@ -115911,7 +104936,7 @@
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-		<layer id="7669" name="__module.model.layers.35.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
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@@ -115924,7 +104949,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="4753">
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 					<dim>-1</dim>
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@@ -115932,7 +104957,7 @@
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-		<layer id="7670" name="__module.model.layers.35.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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@@ -115940,7 +104965,7 @@
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-		<layer id="7671" name="__module.model.layers.35.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="6768" name="__module.model.layers.35.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -115953,7 +104978,7 @@
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 			<output>
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 					<dim>40</dim>
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@@ -115961,142 +104986,7 @@
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-		<layer id="7680" name="__module.model.layers.35.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6769" name="__module.model.layers.35.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -116113,7 +105003,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -116121,23 +105011,7 @@
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 			<input>
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@@ -116153,13 +105027,13 @@
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+		<layer id="6771" name="__module.model.layers.35.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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 			<input>
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@@ -116169,10 +105043,10 @@
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 			<output>
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-		<layer id="7686" name="__module.model.layers.35.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="6773" name="__module.model.layers.35.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -116182,23 +105056,23 @@
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 		</layer>
-		<layer id="7687" name="__module.model.layers.35.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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 			<output>
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-		<layer id="7688" name="Constant_157971" type="Const" version="opset1">
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+		<layer id="6775" name="Constant_139275" type="Const" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -116212,53 +105086,31 @@
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-		<layer id="7690" name="Constant_138185" type="Const" version="opset1">
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+		<layer id="6777" name="__module.model.layers.35.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
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-			<output>
-				<port id="4" precision="I64">
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 			</output>
 		</layer>
-		<layer id="7692" name="Constant_138191" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="6778" name="__module.model.layers.35.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7693" name="Constant_138194" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6779" name="__module.model.layers.35.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7694" name="__module.model.layers.35.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6780" name="__module.model.layers.35.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -116267,17 +105119,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5663,x2.141">
+				<port id="5" precision="FP32" names="4773,x2.141">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -116285,8 +105140,8 @@
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 			</output>
 		</layer>
-		<layer id="7695" name="Constant_152333" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="6781" name="Constant_184350" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -116296,7 +105151,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7696" name="__module.model.layers.35.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6782" name="__module.model.layers.35.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -116313,7 +105168,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5664">
+				<port id="2" precision="FP32" names="4774">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -116321,24 +105176,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7697" name="Constant_138239" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="6783" name="__module.model.layers.35.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7698" name="Constant_138244" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6784" name="__module.model.layers.35.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6785" name="__module.model.layers.35.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7699" name="__module.model.layers.35.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6786" name="__module.model.layers.35.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -116347,17 +105209,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5658">
+				<port id="5" precision="FP32" names="4768">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -116365,7 +105230,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7700" name="__module.model.layers.35.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6787" name="__module.model.layers.35.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -116382,7 +105247,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5666">
+				<port id="2" precision="FP32" names="4776">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -116390,41 +105255,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7701" name="__module.model.layers.35.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="5645,5647,5650,sin.211,sin.213">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7702" name="__module.model.layers.35.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="5652,sin.215">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7703" name="__module.model.layers.35.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6788" name="__module.model.layers.35.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -116441,7 +105272,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5667">
+				<port id="2" precision="FP32" names="4777">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -116449,7 +105280,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7704" name="__module.model.layers.35.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6789" name="__module.model.layers.35.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -116466,7 +105297,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5668">
+				<port id="2" precision="FP32" names="4778">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -116474,13 +105305,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7705" name="Constant_199244" type="Const" version="opset1">
+		<layer id="6790" name="Constant_210462" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7706" name="Constant_199237" type="Const" version="opset1">
+		<layer id="6791" name="Constant_210455" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -116488,7 +105319,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7707" name="Constant_199239" type="Const" version="opset1">
+		<layer id="6792" name="Constant_210457" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -116496,7 +105327,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7708" name="Constant_199241" type="Const" version="opset1">
+		<layer id="6793" name="Constant_210459" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -116504,7 +105335,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7709" name="Concat_199242" type="Concat" version="opset1">
+		<layer id="6794" name="Concat_210460" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -116526,7 +105357,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7710" name="Broadcast_199245" type="Broadcast" version="opset3">
+		<layer id="6795" name="Broadcast_210463" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -116543,7 +105374,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7711" name="ReadValue_192153" type="ReadValue" version="opset6">
+		<layer id="6796" name="ReadValue_206011" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.35.keypresent.35.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -116562,13 +105393,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7712" name="Constant_185898" type="Const" version="opset1">
+		<layer id="6797" name="Constant_202409" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7713" name="Gather_185899" type="Gather" version="opset8">
+		<layer id="6798" name="Gather_202410" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -116591,94 +105422,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7714" name="self.model.layers.35.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="6988393824" size="26214400" />
+		<layer id="6799" name="self.model.layers.35.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="5946761440" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7715" name="Convert_208411" type="Convert" version="opset1">
+		<layer id="6800" name="Convert_237449" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7716" name="self.model.layers.35.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="7014608224" size="5120" />
+		<layer id="6801" name="self.model.layers.35.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5959868640" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7717" name="Convert_208414" type="Convert" version="opset1">
+		<layer id="6802" name="Convert_237451" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7718" name="self.model.layers.35.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6803" name="self.model.layers.35.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7719" name="self.model.layers.35.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="7014613344" size="10240" />
+		<layer id="6804" name="self.model.layers.35.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5959971040" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7720" name="self.model.layers.35.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6805" name="self.model.layers.35.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6806" name="Constant_237456" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6807" name="Reshape_237457" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -116686,8 +105557,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7721" name="self.model.layers.35.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6808" name="__module.model.layers.35.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -116701,7 +105575,7 @@
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 			</output>
 		</layer>
-		<layer id="7722" name="__module.model.layers.35.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6809" name="__module.model.layers.35.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -116715,14 +105589,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7723" name="Constant_161136" type="Const" version="opset1">
+		<layer id="6810" name="Constant_191700" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -116730,7 +105604,7 @@
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 			</output>
 		</layer>
-		<layer id="7724" name="__module.model.layers.35.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="6811" name="__module.model.layers.35.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -116743,7 +105617,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5621">
+				<port id="2" precision="FP32" names="4756">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -116751,7 +105625,7 @@
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 			</output>
 		</layer>
-		<layer id="7725" name="__module.model.layers.35.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="6812" name="__module.model.layers.35.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -116759,7 +105633,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7726" name="__module.model.layers.35.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="6813" name="__module.model.layers.35.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -116772,7 +105646,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5622,k.71">
+				<port id="2" precision="FP32" names="4757,k.71">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -116780,7 +105654,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7727" name="__module.model.layers.35.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="6814" name="__module.model.layers.35.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -116797,7 +105671,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5669">
+				<port id="2" precision="FP32" names="4779">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -116805,23 +105679,7 @@
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 			</output>
 		</layer>
-		<layer id="7728" name="Constant_138287" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="7729" name="Constant_138286" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="7730" name="__module.model.layers.35.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="6815" name="__module.model.layers.35.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -116837,13 +105695,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7731" name="__module.model.layers.35.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="6816" name="__module.model.layers.35.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7732" name="__module.model.layers.35.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="6817" name="__module.model.layers.35.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -116853,10 +105711,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5670,5675" />
+				<port id="3" precision="I64" names="4780,4785" />
 			</output>
 		</layer>
-		<layer id="7733" name="__module.model.layers.35.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="6818" name="__module.model.layers.35.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -116866,23 +105724,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7734" name="__module.model.layers.35.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="6819" name="__module.model.layers.35.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5672,5673,5677,5678" />
+				<port id="1" precision="I64" names="4782,4783,4787,4788" />
 			</output>
 		</layer>
-		<layer id="7735" name="Constant_157973" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="6820" name="Constant_139276" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7736" name="__module.model.layers.35.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="6821" name="__module.model.layers.35.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -116896,53 +105754,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7737" name="Constant_138285" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6822" name="__module.model.layers.35.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7738" name="ScatterUpdate_138288" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="7739" name="Constant_138291" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="6823" name="__module.model.layers.35.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7740" name="Constant_138294" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6824" name="__module.model.layers.35.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7741" name="__module.model.layers.35.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6825" name="__module.model.layers.35.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -116951,17 +105787,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5679,x2.143">
+				<port id="5" precision="FP32" names="4789,x2.143">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -116969,8 +105808,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7742" name="Constant_152334" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="6826" name="Constant_184351" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -116980,7 +105819,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7743" name="__module.model.layers.35.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6827" name="__module.model.layers.35.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -116997,7 +105836,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5680">
+				<port id="2" precision="FP32" names="4790">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -117005,24 +105844,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7744" name="Constant_138339" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="6828" name="__module.model.layers.35.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7745" name="Constant_138344" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6829" name="__module.model.layers.35.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6830" name="__module.model.layers.35.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7746" name="__module.model.layers.35.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6831" name="__module.model.layers.35.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -117031,17 +105877,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5674">
+				<port id="5" precision="FP32" names="4784">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -117049,7 +105898,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7747" name="__module.model.layers.35.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="6832" name="__module.model.layers.35.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -117066,7 +105915,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5682">
+				<port id="2" precision="FP32" names="4792">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -117074,7 +105923,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7748" name="__module.model.layers.35.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="6833" name="__module.model.layers.35.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -117091,7 +105940,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5683">
+				<port id="2" precision="FP32" names="4793">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -117099,7 +105948,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7749" name="__module.model.layers.35.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6834" name="__module.model.layers.35.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -117116,7 +105965,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5684">
+				<port id="2" precision="FP32" names="4794">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -117124,7 +105973,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7750" name="__module.model.layers.35.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="6835" name="__module.model.layers.35.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -117149,13 +105998,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7751" name="Constant_199257" type="Const" version="opset1">
+		<layer id="6836" name="Constant_210449" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7752" name="Constant_199250" type="Const" version="opset1">
+		<layer id="6837" name="Constant_210442" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -117163,7 +106012,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7753" name="Constant_199252" type="Const" version="opset1">
+		<layer id="6838" name="Constant_210444" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -117171,7 +106020,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7754" name="Constant_199254" type="Const" version="opset1">
+		<layer id="6839" name="Constant_210446" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -117179,7 +106028,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7755" name="Concat_199255" type="Concat" version="opset1">
+		<layer id="6840" name="Concat_210447" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -117201,7 +106050,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7756" name="Broadcast_199258" type="Broadcast" version="opset3">
+		<layer id="6841" name="Broadcast_210450" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -117218,7 +106067,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7757" name="ReadValue_192155" type="ReadValue" version="opset6">
+		<layer id="6842" name="ReadValue_206013" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.35.valuepresent.35.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -117237,13 +106086,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7758" name="Constant_185901" type="Const" version="opset1">
+		<layer id="6843" name="Constant_202412" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7759" name="Gather_185902" type="Gather" version="opset8">
+		<layer id="6844" name="Gather_202413" type="Gather" version="opset8">
 			<data batch_dims="0" />
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 				<port id="0" precision="FP32">
@@ -117266,94 +106115,134 @@
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 		</layer>
-		<layer id="7761" name="Convert_208422" type="Convert" version="opset1">
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 			<input>
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+				<port id="0" precision="U4">
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+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
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 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="7040837984" size="5120" />
+		<layer id="6847" name="self.model.layers.35.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5973487840" size="102400" />
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+					<dim>40</dim>
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 		</layer>
-		<layer id="7763" name="Convert_208425" type="Convert" version="opset1">
+		<layer id="6848" name="Convert_237441" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>40</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
-		<layer id="7764" name="self.model.layers.35.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6849" name="self.model.layers.35.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="7040843104" size="10240" />
+		<layer id="6850" name="self.model.layers.35.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5973590240" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="7766" name="self.model.layers.35.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6851" name="self.model.layers.35.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6852" name="Constant_237446" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6853" name="Reshape_237447" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -117361,8 +106250,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7767" name="self.model.layers.35.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6854" name="__module.model.layers.35.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -117376,7 +106268,7 @@
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 			</output>
 		</layer>
-		<layer id="7768" name="__module.model.layers.35.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6855" name="__module.model.layers.35.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -117390,14 +106282,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="7769" name="Constant_161137" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -117405,7 +106297,7 @@
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 			</output>
 		</layer>
-		<layer id="7770" name="__module.model.layers.35.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="6857" name="__module.model.layers.35.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -117418,7 +106310,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4759">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -117426,7 +106318,7 @@
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 		</layer>
-		<layer id="7771" name="__module.model.layers.35.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="6858" name="__module.model.layers.35.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -117434,7 +106326,7 @@
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 			</output>
 		</layer>
-		<layer id="7772" name="__module.model.layers.35.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="6859" name="__module.model.layers.35.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -117447,7 +106339,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4760">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -117455,7 +106347,7 @@
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 			</output>
 		</layer>
-		<layer id="7773" name="__module.model.layers.35.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="6860" name="__module.model.layers.35.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -117480,206 +106372,7 @@
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 			</output>
 		</layer>
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-		<layer id="7775" name="Constant_138390" type="Const" version="opset1">
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-			<output>
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-			<input>
-				<port id="0" precision="FP32">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="7780" name="Gather_160660" type="Gather" version="opset8">
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-				<port id="0" precision="I64">
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-		<layer id="7781" name="ShapeOf_160661" type="ShapeOf" version="opset3">
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-		<layer id="7782" name="Constant_160662" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="7783" name="Constant_160663" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="7784" name="Gather_160664" type="Gather" version="opset8">
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-			<input>
-				<port id="0" precision="I64">
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-		<layer id="7785" name="Add_160665" type="Add" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="7786" name="Constant_138385" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I32">
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-		<layer id="7787" name="ScatterUpdate_138391" type="ScatterUpdate" version="opset3">
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-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-		<layer id="7788" name="Constant_138394" type="Const" version="opset1">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I64">
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-		<layer id="7790" name="__module.model.layers.35.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="6861" name="__module.model.layers.35.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -117708,7 +106401,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5694,attn_output.141">
+				<port id="4" precision="FP32" names="4804,attn_output.141">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -117716,7 +106409,7 @@
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 			</output>
 		</layer>
-		<layer id="7791" name="__module.model.layers.35.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="6862" name="__module.model.layers.35.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -117724,7 +106417,7 @@
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 			</output>
 		</layer>
-		<layer id="7792" name="__module.model.layers.35.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="6863" name="__module.model.layers.35.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -117737,7 +106430,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5695">
+				<port id="2" precision="FP32" names="4805">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -117745,7 +106438,7 @@
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 			</output>
 		</layer>
-		<layer id="7793" name="__module.model.layers.35.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="6864" name="__module.model.layers.35.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -117760,21 +106453,21 @@
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 			</output>
 		</layer>
-		<layer id="7794" name="Constant_127126" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="6865" name="Constant_177043" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204835008" size="16" />
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="7795" name="Constant_127127" type="Const" version="opset1">
+		<layer id="6866" name="Constant_177044" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="7796" name="Gather_127128" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -117791,7 +106484,7 @@
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 		</layer>
-		<layer id="7797" name="__module.model.layers.35.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="6868" name="__module.model.layers.35.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
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@@ -117802,12 +106495,12 @@
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+		<layer id="6869" name="__module.model.layers.35.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
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@@ -117821,15 +106514,15 @@
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-			<data element_type="u4" shape="5120, 40, 128" offset="7040853344" size="13107200" />
+		<layer id="6870" name="self.model.layers.35.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="5973999840" size="13107200" />
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@@ -117838,7 +106531,7 @@
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 		</layer>
-		<layer id="7800" name="Convert_208443" type="Convert" version="opset1">
+		<layer id="6871" name="Convert_237469" type="Convert" version="opset1">
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 			<input>
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@@ -117855,8 +106548,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="7053960544" size="102400" />
+		<layer id="6872" name="self.model.layers.35.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="5987107040" size="102400" />
 			<output>
 				<port id="0" precision="U4">
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@@ -117865,7 +106558,7 @@
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 			</output>
 		</layer>
-		<layer id="7802" name="Convert_208445" type="Convert" version="opset1">
+		<layer id="6873" name="Convert_237471" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
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@@ -117882,7 +106575,7 @@
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-		<layer id="7803" name="self.model.layers.35.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6874" name="self.model.layers.35.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -117904,8 +106597,8 @@
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-		<layer id="7804" name="self.model.layers.35.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="7054062944" size="409600" />
+		<layer id="6875" name="self.model.layers.35.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="5987209440" size="409600" />
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 				<port id="0" precision="FP16">
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@@ -117914,7 +106607,7 @@
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 		</layer>
-		<layer id="7805" name="self.model.layers.35.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6876" name="self.model.layers.35.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -117936,7 +106629,7 @@
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 			</output>
 		</layer>
-		<layer id="7806" name="Constant_208450" type="Const" version="opset1">
+		<layer id="6877" name="Constant_237476" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
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@@ -117944,7 +106637,7 @@
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 			</output>
 		</layer>
-		<layer id="7807" name="Reshape_208451" type="Reshape" version="opset1">
+		<layer id="6878" name="Reshape_237477" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -117963,8 +106656,11 @@
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 			</output>
 		</layer>
-		<layer id="7808" name="self.model.layers.35.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6879" name="__module.model.layers.35.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -117978,13 +106674,13 @@
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 		</layer>
-		<layer id="7809" name="__module.model.layers.35.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6880" name="__module.model.layers.35.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -117992,14 +106688,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5700,5702,hidden_states.923">
+				<port id="2" precision="FP32" names="4810,4812,hidden_states.923">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="7810" name="__module.model.layers.35/aten::add/Add" type="Add" version="opset1">
+		<layer id="6881" name="__module.model.layers.35/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118014,15 +106710,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5705,5707,5718,hidden_states.925,hidden_states.927">
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 					<dim>5120</dim>
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-		<layer id="7811" name="Constant_152338" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="7054472544" size="20480" />
+		<layer id="6882" name="Constant_184355" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 5120" offset="5987619040" size="20480" />
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 				<port id="0" precision="FP32">
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@@ -118031,7 +106727,7 @@
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 			</output>
 		</layer>
-		<layer id="7812" name="Constant_152337" type="Const" version="opset1">
+		<layer id="6883" name="Constant_184354" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
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@@ -118041,7 +106737,7 @@
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 			</output>
 		</layer>
-		<layer id="7813" name="Constant_152335" type="Const" version="opset1">
+		<layer id="6884" name="Constant_184352" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -118051,7 +106747,7 @@
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 			</output>
 		</layer>
-		<layer id="7814" name="__module.model.layers.35.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="6885" name="__module.model.layers.35.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -118066,22 +106762,22 @@
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 			<output>
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 					<dim>5120</dim>
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-		<layer id="7815" name="Constant_18023" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="4819">
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-		<layer id="7816" name="__module.model.layers.35.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="6887" name="__module.model.layers.35.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -118094,14 +106790,14 @@
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="7817" name="Constant_152336" type="Const" version="opset1">
+		<layer id="6888" name="Constant_184353" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -118111,7 +106807,7 @@
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 			</output>
 		</layer>
-		<layer id="7818" name="__module.model.layers.35.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="6889" name="__module.model.layers.35.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -118126,14 +106822,14 @@
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 			</input>
 			<output>
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-		<layer id="7819" name="__module.model.layers.35.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="6890" name="__module.model.layers.35.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -118149,7 +106845,7 @@
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 			</output>
 		</layer>
-		<layer id="7820" name="__module.model.layers.35.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="6891" name="__module.model.layers.35.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -118164,14 +106860,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="7821" name="__module.model.layers.35.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6892" name="__module.model.layers.35.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -118186,14 +106882,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5713,5714,hidden_states.929,hidden_states.931">
+				<port id="2" precision="FP32" names="4823,4824,hidden_states.929,hidden_states.931">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="7822" name="__module.model.layers.35.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6893" name="__module.model.layers.35.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118208,101 +106904,141 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
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-			<data element_type="u8" shape="13824, 5120" offset="7054493024" size="70778880" />
+		<layer id="6894" name="self.model.layers.35.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
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+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="7824" name="Convert_208466" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>40</dim>
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 			<output>
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 					<dim>13824</dim>
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 			</output>
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-			<data element_type="u8" shape="13824, 1" offset="7125271904" size="13824" />
+		<layer id="6896" name="self.model.layers.35.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="6023028960" size="276480" />
 			<output>
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+					<dim>40</dim>
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-		<layer id="7826" name="Convert_208469" type="Convert" version="opset1">
+		<layer id="6897" name="Convert_235901" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>13824</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 		</layer>
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+		<layer id="6898" name="self.model.layers.35.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>13824</dim>
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
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+		</layer>
+		<layer id="6901" name="Constant_235906" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
+			<output>
+				<port id="0" precision="I32">
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+			</output>
+		</layer>
+		<layer id="6902" name="Reshape_235907" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
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@@ -118310,8 +107046,11 @@
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 		</layer>
-		<layer id="7830" name="self.model.layers.35.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6903" name="__module.model.layers.35.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -118325,7 +107064,7 @@
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 		</layer>
-		<layer id="7831" name="__module.model.layers.35.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6904" name="__module.model.layers.35.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -118339,14 +107078,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4833,input.71">
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 					<dim>13824</dim>
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 		</layer>
-		<layer id="7832" name="__module.model.layers.35.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="6905" name="__module.model.layers.35.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -118355,101 +107094,141 @@
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 			</input>
 			<output>
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+				<port id="1" precision="FP32" names="4834">
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 					<dim>13824</dim>
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 			</output>
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-		<layer id="7833" name="self.model.layers.35.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="13824, 5120" offset="7125313376" size="70778880" />
+		<layer id="6906" name="self.model.layers.35.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="6024411360" size="35389440" />
 			<output>
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-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7834" name="Convert_208455" type="Convert" version="opset1">
+		<layer id="6907" name="Convert_235889" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>13824</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="13824, 1" offset="7196092256" size="13824" />
+		<layer id="6908" name="self.model.layers.35.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="6059800800" size="276480" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7836" name="Convert_208458" type="Convert" version="opset1">
+		<layer id="6909" name="Convert_235891" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>13824</dim>
+					<dim>40</dim>
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 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7837" name="self.model.layers.35.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6910" name="self.model.layers.35.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="13824, 1" offset="7196106080" size="27648" />
+		<layer id="6911" name="self.model.layers.35.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="13824, 40, 1" offset="6060077280" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7839" name="self.model.layers.35.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6912" name="self.model.layers.35.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>13824</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6913" name="Constant_235896" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6914" name="Reshape_235897" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>13824</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>13824</dim>
@@ -118457,8 +107236,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7840" name="self.model.layers.35.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6915" name="__module.model.layers.35.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -118472,7 +107254,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7841" name="__module.model.layers.35.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6916" name="__module.model.layers.35.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118486,14 +107268,14 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4836">
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 					<dim>-1</dim>
 					<dim>13824</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7842" name="__module.model.layers.35.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6917" name="__module.model.layers.35.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118508,15 +107290,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5727">
+				<port id="2" precision="FP32" names="4837">
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 					<dim>-1</dim>
 					<dim>13824</dim>
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 		</layer>
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-			<data element_type="u4" shape="5120, 108, 128" offset="7196133728" size="35389440" />
+		<layer id="6918" name="self.model.layers.35.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 128" offset="6061183200" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -118525,7 +107307,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7844" name="Convert_208476" type="Convert" version="opset1">
+		<layer id="6919" name="Convert_235909" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -118542,8 +107324,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7845" name="self.model.layers.35.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 108, 1" offset="7231523168" size="276480" />
+		<layer id="6920" name="self.model.layers.35.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 1" offset="6096572640" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -118552,7 +107334,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7846" name="Convert_208478" type="Convert" version="opset1">
+		<layer id="6921" name="Convert_235911" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -118569,7 +107351,7 @@
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 			</output>
 		</layer>
-		<layer id="7847" name="self.model.layers.35.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6922" name="self.model.layers.35.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -118591,8 +107373,8 @@
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 			</output>
 		</layer>
-		<layer id="7848" name="self.model.layers.35.mlp.down_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 108, 1" offset="7231799648" size="1105920" />
+		<layer id="6923" name="self.model.layers.35.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 108, 1" offset="6096849120" size="1105920" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -118601,7 +107383,7 @@
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 			</output>
 		</layer>
-		<layer id="7849" name="self.model.layers.35.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6924" name="self.model.layers.35.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -118623,15 +107405,15 @@
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 		</layer>
-		<layer id="7850" name="Constant_208483" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="341400920" size="8" />
+		<layer id="6925" name="Constant_235916" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="328790232" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7851" name="Reshape_208484" type="Reshape" version="opset1">
+		<layer id="6926" name="Reshape_235917" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -118650,8 +107432,11 @@
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 			</output>
 		</layer>
-		<layer id="7852" name="self.model.layers.35.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6927" name="__module.model.layers.35.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -118665,7 +107450,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7853" name="__module.model.layers.35.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6928" name="__module.model.layers.35.mlp.down_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -118679,14 +107464,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5729,hidden_states.933">
+				<port id="2" precision="FP32" names="4839,hidden_states.933">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="7854" name="__module.model.layers.35/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6929" name="__module.model.layers.35/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118701,15 +107486,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5730,5732,5740,5751,hidden_states.935,hidden_states.937">
+				<port id="2" precision="FP32" names="4840,4842,4850,4861,hidden_states.935,hidden_states.937">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="7855" name="Constant_152342" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="7232905568" size="20480" />
+		<layer id="6930" name="Constant_184359" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -118718,7 +107503,7 @@
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 		</layer>
-		<layer id="7856" name="Constant_152341" type="Const" version="opset1">
+		<layer id="6931" name="Constant_184358" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
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@@ -118728,7 +107513,7 @@
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 		</layer>
-		<layer id="7857" name="Constant_152339" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
@@ -118738,7 +107523,7 @@
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 		</layer>
-		<layer id="7858" name="__module.model.layers.36.input_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="6933" name="__module.model.layers.36.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118753,22 +107538,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5741">
+				<port id="2" precision="FP32" names="4851">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-		<layer id="7859" name="Constant_18094" type="Const" version="opset1">
+		<layer id="6934" name="Constant_14969" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
-				<port id="0" precision="I64" names="5742">
+				<port id="0" precision="I64" names="4852">
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 		</layer>
-		<layer id="7860" name="__module.model.layers.36.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="6935" name="__module.model.layers.36.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -118781,14 +107566,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5743,variance.145">
+				<port id="2" precision="FP32" names="4853,variance.145">
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 					<dim>-1</dim>
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-		<layer id="7861" name="Constant_152340" type="Const" version="opset1">
+		<layer id="6936" name="Constant_184357" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
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 				<port id="0" precision="FP32">
@@ -118798,7 +107583,7 @@
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 		</layer>
-		<layer id="7862" name="__module.model.layers.36.input_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="6937" name="__module.model.layers.36.input_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -118813,14 +107598,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="5744">
+				<port id="2" precision="FP32" names="4854">
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 					<dim>-1</dim>
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 				<port id="0" precision="FP32">
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@@ -118836,7 +107621,7 @@
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 		</layer>
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+		<layer id="6939" name="__module.model.layers.36.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -118851,14 +107636,14 @@
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 			</input>
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+		<layer id="6940" name="__module.model.layers.36.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -118873,14 +107658,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4856,4857,hidden_states.939,hidden_states.941">
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 		</layer>
-		<layer id="7866" name="__module.model.layers.36.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6941" name="__module.model.layers.36.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -118895,101 +107680,141 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4858,4860,hidden_states.943">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-			<data element_type="u8" shape="5120, 5120" offset="7232926048" size="26214400" />
+		<layer id="6942" name="self.model.layers.36.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="6097975520" size="13107200" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="7868" name="Convert_208510" type="Convert" version="opset1">
+		<layer id="6943" name="Convert_237499" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="7259140448" size="5120" />
+		<layer id="6944" name="self.model.layers.36.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="6111082720" size="102400" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7870" name="Convert_208513" type="Convert" version="opset1">
+		<layer id="6945" name="Convert_237501" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7871" name="self.model.layers.36.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6946" name="self.model.layers.36.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="7259145568" size="10240" />
+		<layer id="6947" name="self.model.layers.36.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="6111185120" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7873" name="self.model.layers.36.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6948" name="self.model.layers.36.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6949" name="Constant_237506" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6950" name="Reshape_237507" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -118997,8 +107822,11 @@
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 			</output>
 		</layer>
-		<layer id="7874" name="self.model.layers.36.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6951" name="__module.model.layers.36.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -119012,7 +107840,7 @@
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 			</output>
 		</layer>
-		<layer id="7875" name="__module.model.layers.36.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6952" name="__module.model.layers.36.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119026,14 +107854,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="7876" name="Constant_161138" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -119041,7 +107869,7 @@
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 			</output>
 		</layer>
-		<layer id="7877" name="__module.model.layers.36.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="6954" name="__module.model.layers.36.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119054,7 +107882,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4875">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -119062,7 +107890,7 @@
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 		</layer>
-		<layer id="7878" name="__module.model.layers.36.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="6955" name="__module.model.layers.36.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
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@@ -119070,7 +107898,7 @@
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 		</layer>
-		<layer id="7879" name="__module.model.layers.36.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="6956" name="__module.model.layers.36.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -119083,7 +107911,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -119091,142 +107919,7 @@
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-					<dim>-1</dim>
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-					<dim>64</dim>
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-					<dim>-1</dim>
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-					<dim>-1</dim>
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-		<layer id="7886" name="__module.model.layers.36.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-		<layer id="7888" name="__module.model.layers.36.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6957" name="__module.model.layers.36.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119243,7 +107936,7 @@
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -119251,23 +107944,7 @@
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+		<layer id="6958" name="__module.model.layers.36.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119283,13 +107960,13 @@
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 			</output>
 		</layer>
-		<layer id="7892" name="__module.model.layers.36.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="6959" name="__module.model.layers.36.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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 		</layer>
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+		<layer id="6960" name="__module.model.layers.36.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -119299,10 +107976,10 @@
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 			<output>
-				<port id="3" precision="I64" names="5802,5807" />
+				<port id="3" precision="I64" names="4886,4891" />
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-		<layer id="7894" name="__module.model.layers.36.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="6961" name="__module.model.layers.36.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -119312,23 +107989,23 @@
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 		</layer>
-		<layer id="7895" name="__module.model.layers.36.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="6962" name="__module.model.layers.36.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5804,5805,5809,5810" />
+				<port id="1" precision="I64" names="4888,4889,4893,4894" />
 			</output>
 		</layer>
-		<layer id="7896" name="Constant_157975" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="6963" name="Constant_139280" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7897" name="__module.model.layers.36.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="6964" name="__module.model.layers.36.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -119342,53 +108019,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7898" name="Constant_138397" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6965" name="__module.model.layers.36.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		</layer>
-		<layer id="7899" name="ScatterUpdate_138400" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
-					<dim>1</dim>
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			<output>
-				<port id="4" precision="I64">
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 			</output>
 		</layer>
-		<layer id="7900" name="Constant_138403" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="6966" name="__module.model.layers.36.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7901" name="Constant_138406" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6967" name="__module.model.layers.36.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7902" name="__module.model.layers.36.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6968" name="__module.model.layers.36.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -119397,17 +108052,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5811,x2.145">
+				<port id="5" precision="FP32" names="4895,x2.145">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -119415,8 +108073,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7903" name="Constant_152343" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="6969" name="Constant_184360" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -119426,7 +108084,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7904" name="__module.model.layers.36.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6970" name="__module.model.layers.36.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119443,7 +108101,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5812">
+				<port id="2" precision="FP32" names="4896">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -119451,24 +108109,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7905" name="Constant_138451" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="6971" name="__module.model.layers.36.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7906" name="Constant_138456" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="6972" name="__module.model.layers.36.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7907" name="__module.model.layers.36.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6973" name="__module.model.layers.36.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6974" name="__module.model.layers.36.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -119477,17 +108142,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5806">
+				<port id="5" precision="FP32" names="4890">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -119495,7 +108163,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7908" name="__module.model.layers.36.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6975" name="__module.model.layers.36.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119512,7 +108180,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5814">
+				<port id="2" precision="FP32" names="4898">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -119520,41 +108188,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7909" name="__module.model.layers.36.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="5793,5795,5798,sin.217,sin.219">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7910" name="__module.model.layers.36.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="5800,sin.221">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7911" name="__module.model.layers.36.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6976" name="__module.model.layers.36.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119571,7 +108205,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5815">
+				<port id="2" precision="FP32" names="4899">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -119579,7 +108213,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7912" name="__module.model.layers.36.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6977" name="__module.model.layers.36.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119596,7 +108230,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5816">
+				<port id="2" precision="FP32" names="4900">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -119604,13 +108238,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7913" name="Constant_199270" type="Const" version="opset1">
+		<layer id="6978" name="Constant_210488" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7914" name="Constant_199263" type="Const" version="opset1">
+		<layer id="6979" name="Constant_210481" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -119618,7 +108252,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7915" name="Constant_199265" type="Const" version="opset1">
+		<layer id="6980" name="Constant_210483" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -119626,7 +108260,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7916" name="Constant_199267" type="Const" version="opset1">
+		<layer id="6981" name="Constant_210485" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -119634,7 +108268,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7917" name="Concat_199268" type="Concat" version="opset1">
+		<layer id="6982" name="Concat_210486" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -119656,7 +108290,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7918" name="Broadcast_199271" type="Broadcast" version="opset3">
+		<layer id="6983" name="Broadcast_210489" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -119673,7 +108307,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7919" name="ReadValue_192157" type="ReadValue" version="opset6">
+		<layer id="6984" name="ReadValue_206015" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.36.keypresent.36.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119692,13 +108326,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7920" name="Constant_185904" type="Const" version="opset1">
+		<layer id="6985" name="Constant_202415" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7921" name="Gather_185905" type="Gather" version="opset8">
+		<layer id="6986" name="Gather_202416" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119721,94 +108355,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7922" name="self.model.layers.36.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 5120" offset="7259155808" size="26214400" />
+		<layer id="6987" name="self.model.layers.36.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="6111594720" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7923" name="Convert_208488" type="Convert" version="opset1">
+		<layer id="6988" name="Convert_237489" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7924" name="self.model.layers.36.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="5120, 1" offset="7285370208" size="5120" />
+		<layer id="6989" name="self.model.layers.36.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="6124701920" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7925" name="Convert_208491" type="Convert" version="opset1">
+		<layer id="6990" name="Convert_237491" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7926" name="self.model.layers.36.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6991" name="self.model.layers.36.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7927" name="self.model.layers.36.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="7285375328" size="10240" />
+		<layer id="6992" name="self.model.layers.36.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="6124804320" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7928" name="self.model.layers.36.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6993" name="self.model.layers.36.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6994" name="Constant_237496" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6995" name="Reshape_237497" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -119816,8 +108490,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7929" name="self.model.layers.36.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6996" name="__module.model.layers.36.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -119831,7 +108508,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7930" name="__module.model.layers.36.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6997" name="__module.model.layers.36.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119845,14 +108522,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5762,key_states.77">
+				<port id="2" precision="FP32" names="4871,key_states.77">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7931" name="Constant_161139" type="Const" version="opset1">
+		<layer id="6998" name="Constant_191703" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -119860,7 +108537,7 @@
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 			</output>
 		</layer>
-		<layer id="7932" name="__module.model.layers.36.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="6999" name="__module.model.layers.36.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119873,7 +108550,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5769">
+				<port id="2" precision="FP32" names="4878">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -119881,7 +108558,7 @@
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 			</output>
 		</layer>
-		<layer id="7933" name="__module.model.layers.36.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="7000" name="__module.model.layers.36.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -119889,7 +108566,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7934" name="__module.model.layers.36.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="7001" name="__module.model.layers.36.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -119902,7 +108579,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5770,k.73">
+				<port id="2" precision="FP32" names="4879,k.73">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -119910,7 +108587,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7935" name="__module.model.layers.36.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="7002" name="__module.model.layers.36.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119927,7 +108604,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5817">
+				<port id="2" precision="FP32" names="4901">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -119935,23 +108612,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7936" name="Constant_138499" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7937" name="Constant_138498" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596572" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
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-		</layer>
-		<layer id="7938" name="__module.model.layers.36.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="7003" name="__module.model.layers.36.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -119967,13 +108628,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7939" name="__module.model.layers.36.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="7004" name="__module.model.layers.36.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7940" name="__module.model.layers.36.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="7005" name="__module.model.layers.36.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -119983,10 +108644,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5818,5823" />
+				<port id="3" precision="I64" names="4902,4907" />
 			</output>
 		</layer>
-		<layer id="7941" name="__module.model.layers.36.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="7006" name="__module.model.layers.36.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -119996,23 +108657,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7942" name="__module.model.layers.36.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="7007" name="__module.model.layers.36.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5820,5821,5825,5826" />
+				<port id="1" precision="I64" names="4904,4905,4909,4910" />
 			</output>
 		</layer>
-		<layer id="7943" name="Constant_157977" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="7008" name="Constant_139281" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7944" name="__module.model.layers.36.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="7009" name="__module.model.layers.36.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -120026,53 +108687,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7945" name="Constant_138497" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="7010" name="__module.model.layers.36.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="7946" name="ScatterUpdate_138500" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="7947" name="Constant_138503" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="7011" name="__module.model.layers.36.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7948" name="Constant_138506" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7012" name="__module.model.layers.36.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7949" name="__module.model.layers.36.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7013" name="__module.model.layers.36.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -120081,17 +108720,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4911,x2.147">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -120099,8 +108741,8 @@
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 			</output>
 		</layer>
-		<layer id="7950" name="Constant_152344" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="7014" name="Constant_184361" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -120110,7 +108752,7 @@
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 			</output>
 		</layer>
-		<layer id="7951" name="__module.model.layers.36.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7015" name="__module.model.layers.36.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120127,7 +108769,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5828">
+				<port id="2" precision="FP32" names="4912">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -120135,24 +108777,31 @@
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 			</output>
 		</layer>
-		<layer id="7952" name="Constant_138551" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="7016" name="__module.model.layers.36.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7953" name="Constant_138556" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7017" name="__module.model.layers.36.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7018" name="__module.model.layers.36.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7954" name="__module.model.layers.36.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7019" name="__module.model.layers.36.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -120161,17 +108810,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5822">
+				<port id="5" precision="FP32" names="4906">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -120179,7 +108831,7 @@
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 			</output>
 		</layer>
-		<layer id="7955" name="__module.model.layers.36.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="7020" name="__module.model.layers.36.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120196,7 +108848,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5830">
+				<port id="2" precision="FP32" names="4914">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -120204,7 +108856,7 @@
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 			</output>
 		</layer>
-		<layer id="7956" name="__module.model.layers.36.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="7021" name="__module.model.layers.36.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120221,7 +108873,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5831">
+				<port id="2" precision="FP32" names="4915">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -120229,7 +108881,7 @@
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 			</output>
 		</layer>
-		<layer id="7957" name="__module.model.layers.36.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="7022" name="__module.model.layers.36.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120246,7 +108898,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5832">
+				<port id="2" precision="FP32" names="4916">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -120254,7 +108906,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7958" name="__module.model.layers.36.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="7023" name="__module.model.layers.36.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -120279,13 +108931,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7959" name="Constant_199283" type="Const" version="opset1">
+		<layer id="7024" name="Constant_210475" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7960" name="Constant_199276" type="Const" version="opset1">
+		<layer id="7025" name="Constant_210468" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -120293,7 +108945,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7961" name="Constant_199278" type="Const" version="opset1">
+		<layer id="7026" name="Constant_210470" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -120301,7 +108953,7 @@
 				</port>
 			</output>
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@@ -120309,7 +108961,7 @@
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@@ -120331,7 +108983,7 @@
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@@ -120348,7 +109000,7 @@
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@@ -120367,13 +109019,13 @@
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@@ -120396,94 +109048,134 @@
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-		<layer id="7971" name="Convert_208502" type="Convert" version="opset1">
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 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
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+					<dim>40</dim>
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 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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 			<output>
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 				<port id="0" precision="FP16">
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 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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+			<output>
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+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+		<layer id="7040" name="Constant_237486" type="Const" version="opset1">
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+				<port id="0" precision="I32">
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+		<layer id="7041" name="Reshape_237487" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
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 					<dim>5120</dim>
@@ -120491,8 +109183,11 @@
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 			</output>
 		</layer>
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -120506,7 +109201,7 @@
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 			</output>
 		</layer>
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@@ -120520,14 +109215,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="7977" name="Constant_161140" type="Const" version="opset1">
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@@ -120535,7 +109230,7 @@
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 		</layer>
-		<layer id="7978" name="__module.model.layers.36.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
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 			<input>
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@@ -120548,7 +109243,7 @@
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 			</input>
 			<output>
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@@ -120556,7 +109251,7 @@
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-		<layer id="7979" name="__module.model.layers.36.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -120564,7 +109259,7 @@
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-		<layer id="7980" name="__module.model.layers.36.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -120577,7 +109272,7 @@
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 			</input>
 			<output>
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@@ -120585,7 +109280,7 @@
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 			<data causal="false" />
 			<input>
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@@ -120838,7 +109334,7 @@
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -120846,7 +109342,7 @@
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@@ -120854,7 +109350,7 @@
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@@ -120875,7 +109371,7 @@
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@@ -120890,21 +109386,21 @@
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-		<layer id="8004" name="Gather_127138" type="Gather" version="opset8">
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@@ -120921,7 +109417,7 @@
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@@ -120951,15 +109447,15 @@
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@@ -120968,7 +109464,7 @@
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 		</layer>
-		<layer id="8008" name="Convert_208520" type="Convert" version="opset1">
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 			<input>
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@@ -120985,8 +109481,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="7324722528" size="102400" />
+		<layer id="7060" name="self.model.layers.36.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="6151940320" size="102400" />
 			<output>
 				<port id="0" precision="U4">
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@@ -120995,7 +109491,7 @@
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 		</layer>
-		<layer id="8010" name="Convert_208522" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -121012,7 +109508,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -121034,8 +109530,8 @@
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-			<data element_type="f16" shape="5120, 40, 1" offset="7324824928" size="409600" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="6152042720" size="409600" />
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 				<port id="0" precision="FP16">
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@@ -121044,7 +109540,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -121066,7 +109562,7 @@
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-		<layer id="8014" name="Constant_208527" type="Const" version="opset1">
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@@ -121074,7 +109570,7 @@
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-		<layer id="8015" name="Reshape_208528" type="Reshape" version="opset1">
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 				<port id="0" precision="FP16">
@@ -121093,8 +109589,11 @@
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 		</layer>
-		<layer id="8016" name="self.model.layers.36.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -121108,13 +109607,13 @@
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -121122,14 +109621,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="8018" name="__module.model.layers.36/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -121144,15 +109643,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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-			<data element_type="f32" shape="1, 1, 5120" offset="7325234528" size="20480" />
+		<layer id="7070" name="Constant_184365" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -121161,7 +109660,7 @@
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-		<layer id="8020" name="Constant_152347" type="Const" version="opset1">
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 			<output>
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@@ -121171,7 +109670,7 @@
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-		<layer id="8021" name="Constant_152345" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
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@@ -121181,7 +109680,7 @@
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+		<layer id="7073" name="__module.model.layers.36.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -121196,22 +109695,22 @@
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 			<output>
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-		<layer id="8023" name="Constant_18516" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
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-		<layer id="8024" name="__module.model.layers.36.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
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@@ -121224,14 +109723,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="8025" name="Constant_152346" type="Const" version="opset1">
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@@ -121241,7 +109740,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -121256,14 +109755,14 @@
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 			<output>
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-		<layer id="8027" name="__module.model.layers.36.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="7078" name="__module.model.layers.36.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -121279,7 +109778,7 @@
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 		</layer>
-		<layer id="8028" name="__module.model.layers.36.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -121294,14 +109793,14 @@
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 			<output>
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-		<layer id="8029" name="__module.model.layers.36.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -121316,14 +109815,14 @@
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-		<layer id="8030" name="__module.model.layers.36.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -121338,15 +109837,15 @@
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 			<output>
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 					<dim>5120</dim>
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@@ -121355,7 +109854,7 @@
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-		<layer id="8032" name="Convert_208542" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -121372,8 +109871,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="7360644448" size="276480" />
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+			<data element_type="u4" shape="13824, 40, 1" offset="6187862240" size="276480" />
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 				<port id="0" precision="U4">
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@@ -121382,7 +109881,7 @@
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-		<layer id="8034" name="Convert_208544" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -121399,7 +109898,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -121421,8 +109920,8 @@
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 				<port id="0" precision="FP16">
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@@ -121431,7 +109930,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -121453,15 +109952,15 @@
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-			<data element_type="u8" shape="5120, 1" offset="7461805408" size="5120" />
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-		<layer id="8082" name="Convert_208590" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
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+		<layer id="7134" name="self.model.layers.37.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
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-			<data element_type="f16" shape="5120, 1" offset="7461810528" size="10240" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="6276018400" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
-		<layer id="8085" name="self.model.layers.37.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7136" name="self.model.layers.37.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="7137" name="Constant_237546" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
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+				<port id="0" precision="I32">
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+		<layer id="7138" name="Reshape_237547" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			<output>
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@@ -122207,8 +110755,11 @@
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 		</layer>
-		<layer id="8086" name="self.model.layers.37.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -122222,7 +110773,7 @@
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 		</layer>
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 					<dim>-1</dim>
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-		<layer id="8088" name="Constant_161141" type="Const" version="opset1">
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@@ -122251,7 +110802,7 @@
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@@ -122264,7 +110815,7 @@
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 			<output>
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@@ -122272,7 +110823,7 @@
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@@ -122280,7 +110831,7 @@
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@@ -122293,7 +110844,7 @@
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 			<output>
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 					<dim>40</dim>
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@@ -122301,142 +110852,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -122453,7 +110869,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -122461,23 +110877,7 @@
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 			<input>
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@@ -122493,13 +110893,13 @@
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 			<input>
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@@ -122509,10 +110909,10 @@
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 			<output>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -122522,23 +110922,23 @@
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 		</layer>
-		<layer id="8107" name="__module.model.layers.37.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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 			<input>
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 			<output>
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 			<input>
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@@ -122552,53 +110952,31 @@
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+		<layer id="7153" name="__module.model.layers.37.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
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-		<layer id="8112" name="Constant_138615" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="7154" name="__module.model.layers.37.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 		</layer>
-		<layer id="8113" name="Constant_138618" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7155" name="__module.model.layers.37.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7156" name="__module.model.layers.37.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -122607,17 +110985,20 @@
 					<dim>128</dim>
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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+				<port id="5" precision="FP32" names="5017,x2.149">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -122625,8 +111006,8 @@
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-		<layer id="8115" name="Constant_152353" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="7157" name="Constant_184370" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -122636,7 +111017,7 @@
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 			</output>
 		</layer>
-		<layer id="8116" name="__module.model.layers.37.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="7158" name="__module.model.layers.37.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -122653,7 +111034,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5960">
+				<port id="2" precision="FP32" names="5018">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -122661,24 +111042,31 @@
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 			</output>
 		</layer>
-		<layer id="8117" name="Constant_138663" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="7159" name="__module.model.layers.37.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="8118" name="Constant_138668" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7160" name="__module.model.layers.37.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="8119" name="__module.model.layers.37.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7161" name="__module.model.layers.37.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7162" name="__module.model.layers.37.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -122687,17 +111075,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -122705,7 +111096,7 @@
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 			</output>
 		</layer>
-		<layer id="8120" name="__module.model.layers.37.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="7163" name="__module.model.layers.37.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -122722,7 +111113,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5962">
+				<port id="2" precision="FP32" names="5020">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -122730,41 +111121,7 @@
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 			</output>
 		</layer>
-		<layer id="8121" name="__module.model.layers.37.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="8122" name="__module.model.layers.37.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
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-					<dim>128</dim>
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-		</layer>
-		<layer id="8123" name="__module.model.layers.37.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7164" name="__module.model.layers.37.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -122781,7 +111138,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5963">
+				<port id="2" precision="FP32" names="5021">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -122789,7 +111146,7 @@
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 			</output>
 		</layer>
-		<layer id="8124" name="__module.model.layers.37.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="7165" name="__module.model.layers.37.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -122806,7 +111163,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5964">
+				<port id="2" precision="FP32" names="5022">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -122814,13 +111171,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8125" name="Constant_199296" type="Const" version="opset1">
+		<layer id="7166" name="Constant_210514" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="8126" name="Constant_199289" type="Const" version="opset1">
+		<layer id="7167" name="Constant_210507" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -122828,7 +111185,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8127" name="Constant_199291" type="Const" version="opset1">
+		<layer id="7168" name="Constant_210509" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -122836,7 +111193,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8128" name="Constant_199293" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -122844,7 +111201,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8129" name="Concat_199294" type="Concat" version="opset1">
+		<layer id="7170" name="Concat_210512" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -122866,7 +111223,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8130" name="Broadcast_199297" type="Broadcast" version="opset3">
+		<layer id="7171" name="Broadcast_210515" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -122883,7 +111240,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8131" name="ReadValue_192161" type="ReadValue" version="opset6">
+		<layer id="7172" name="ReadValue_206019" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.37.keypresent.37.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -122902,13 +111259,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8132" name="Constant_185910" type="Const" version="opset1">
+		<layer id="7173" name="Constant_202421" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8133" name="Gather_185911" type="Gather" version="opset8">
+		<layer id="7174" name="Gather_202422" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -122931,8 +111288,8 @@
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 		</layer>
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+		<layer id="7175" name="self.model.layers.37.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="6276428000" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -122941,7 +111298,7 @@
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 			</output>
 		</layer>
-		<layer id="8135" name="Convert_208564" type="Convert" version="opset1">
+		<layer id="7176" name="Convert_237529" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -122958,8 +111315,8 @@
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 			</output>
 		</layer>
-		<layer id="8136" name="self.model.layers.37.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="7474927968" size="102400" />
+		<layer id="7177" name="self.model.layers.37.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="6289535200" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -122968,7 +111325,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8137" name="Convert_208566" type="Convert" version="opset1">
+		<layer id="7178" name="Convert_237531" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -122985,7 +111342,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8138" name="self.model.layers.37.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -123007,8 +111364,8 @@
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 			</output>
 		</layer>
-		<layer id="8139" name="self.model.layers.37.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="7475030368" size="409600" />
+		<layer id="7180" name="self.model.layers.37.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="6289637600" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -123017,7 +111374,7 @@
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 			</output>
 		</layer>
-		<layer id="8140" name="self.model.layers.37.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7181" name="self.model.layers.37.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -123039,7 +111396,7 @@
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 			</output>
 		</layer>
-		<layer id="8141" name="Constant_208571" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -123047,7 +111404,7 @@
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 			</output>
 		</layer>
-		<layer id="8142" name="Reshape_208572" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -123066,8 +111423,11 @@
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 			</output>
 		</layer>
-		<layer id="8143" name="self.model.layers.37.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7184" name="__module.model.layers.37.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -123081,7 +111441,7 @@
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 			</output>
 		</layer>
-		<layer id="8144" name="__module.model.layers.37.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7185" name="__module.model.layers.37.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123095,14 +111455,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5910,key_states.79">
+				<port id="2" precision="FP32" names="4993,key_states.79">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="8145" name="Constant_161142" type="Const" version="opset1">
+		<layer id="7186" name="Constant_191706" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
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 				<port id="0" precision="I64">
@@ -123110,7 +111470,7 @@
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 		</layer>
-		<layer id="8146" name="__module.model.layers.37.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123123,7 +111483,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="5000">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -123131,7 +111491,7 @@
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 			</output>
 		</layer>
-		<layer id="8147" name="__module.model.layers.37.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="7188" name="__module.model.layers.37.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
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@@ -123139,7 +111499,7 @@
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 			</output>
 		</layer>
-		<layer id="8148" name="__module.model.layers.37.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="7189" name="__module.model.layers.37.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -123152,7 +111512,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5918,k.75">
+				<port id="2" precision="FP32" names="5001,k.75">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -123160,7 +111520,7 @@
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 			</output>
 		</layer>
-		<layer id="8149" name="__module.model.layers.37.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="7190" name="__module.model.layers.37.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123177,7 +111537,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5965">
+				<port id="2" precision="FP32" names="5023">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -123185,23 +111545,7 @@
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 			</output>
 		</layer>
-		<layer id="8150" name="Constant_138711" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="8151" name="Constant_138710" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="8152" name="__module.model.layers.37.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="7191" name="__module.model.layers.37.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123217,13 +111561,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8153" name="__module.model.layers.37.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="7192" name="__module.model.layers.37.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8154" name="__module.model.layers.37.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="7193" name="__module.model.layers.37.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -123233,10 +111577,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5966,5971" />
+				<port id="3" precision="I64" names="5024,5029" />
 			</output>
 		</layer>
-		<layer id="8155" name="__module.model.layers.37.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="7194" name="__module.model.layers.37.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -123246,23 +111590,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8156" name="__module.model.layers.37.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="7195" name="__module.model.layers.37.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5968,5969,5973,5974" />
+				<port id="1" precision="I64" names="5026,5027,5031,5032" />
 			</output>
 		</layer>
-		<layer id="8157" name="Constant_157981" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="7196" name="Constant_139286" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8158" name="__module.model.layers.37.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="7197" name="__module.model.layers.37.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -123276,53 +111620,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8159" name="Constant_138709" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="7198" name="__module.model.layers.37.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="8160" name="ScatterUpdate_138712" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
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-			<output>
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-					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="8161" name="Constant_138715" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="7199" name="__module.model.layers.37.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8162" name="Constant_138718" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7200" name="__module.model.layers.37.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7201" name="__module.model.layers.37.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -123331,17 +111653,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="5033,x2.151">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -123349,8 +111674,8 @@
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 			</output>
 		</layer>
-		<layer id="8164" name="Constant_152354" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="7202" name="Constant_184371" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -123360,7 +111685,7 @@
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 			</output>
 		</layer>
-		<layer id="8165" name="__module.model.layers.37.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7203" name="__module.model.layers.37.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123377,7 +111702,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5976">
+				<port id="2" precision="FP32" names="5034">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -123385,24 +111710,31 @@
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 			</output>
 		</layer>
-		<layer id="8166" name="Constant_138763" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="7204" name="__module.model.layers.37.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7205" name="__module.model.layers.37.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8167" name="Constant_138768" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7206" name="__module.model.layers.37.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8168" name="__module.model.layers.37.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7207" name="__module.model.layers.37.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -123411,17 +111743,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5970">
+				<port id="5" precision="FP32" names="5028">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -123429,7 +111764,7 @@
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 			</output>
 		</layer>
-		<layer id="8169" name="__module.model.layers.37.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="7208" name="__module.model.layers.37.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123446,7 +111781,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5978">
+				<port id="2" precision="FP32" names="5036">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -123454,7 +111789,7 @@
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 			</output>
 		</layer>
-		<layer id="8170" name="__module.model.layers.37.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="7209" name="__module.model.layers.37.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123471,7 +111806,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5979">
+				<port id="2" precision="FP32" names="5037">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -123479,7 +111814,7 @@
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 			</output>
 		</layer>
-		<layer id="8171" name="__module.model.layers.37.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="7210" name="__module.model.layers.37.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123496,7 +111831,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5980">
+				<port id="2" precision="FP32" names="5038">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -123504,7 +111839,7 @@
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 			</output>
 		</layer>
-		<layer id="8172" name="__module.model.layers.37.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="7211" name="__module.model.layers.37.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123529,13 +111864,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8173" name="Constant_199309" type="Const" version="opset1">
+		<layer id="7212" name="Constant_210501" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="8174" name="Constant_199302" type="Const" version="opset1">
+		<layer id="7213" name="Constant_210494" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -123543,7 +111878,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8175" name="Constant_199304" type="Const" version="opset1">
+		<layer id="7214" name="Constant_210496" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -123551,7 +111886,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8176" name="Constant_199306" type="Const" version="opset1">
+		<layer id="7215" name="Constant_210498" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -123559,7 +111894,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8177" name="Concat_199307" type="Concat" version="opset1">
+		<layer id="7216" name="Concat_210499" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -123581,7 +111916,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8178" name="Broadcast_199310" type="Broadcast" version="opset3">
+		<layer id="7217" name="Broadcast_210502" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -123598,7 +111933,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8179" name="ReadValue_192163" type="ReadValue" version="opset6">
+		<layer id="7218" name="ReadValue_206021" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.37.valuepresent.37.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123617,13 +111952,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8180" name="Constant_185913" type="Const" version="opset1">
+		<layer id="7219" name="Constant_202424" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8181" name="Gather_185914" type="Gather" version="opset8">
+		<layer id="7220" name="Gather_202425" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123646,94 +111981,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 5120" offset="7475439968" size="26214400" />
+		<layer id="7221" name="self.model.layers.37.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="6290047200" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8183" name="Convert_208576" type="Convert" version="opset1">
+		<layer id="7222" name="Convert_237519" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<output>
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-			<data element_type="u8" shape="5120, 1" offset="7501654368" size="5120" />
+		<layer id="7223" name="self.model.layers.37.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="6303154400" size="102400" />
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 			</output>
 		</layer>
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+		<layer id="7224" name="Convert_237521" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 		</layer>
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+		<layer id="7225" name="self.model.layers.37.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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+					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="7501659488" size="10240" />
+		<layer id="7226" name="self.model.layers.37.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="6303256800" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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 		</layer>
-		<layer id="8188" name="self.model.layers.37.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7227" name="self.model.layers.37.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7228" name="Constant_237526" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7229" name="Reshape_237527" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -123741,8 +112116,11 @@
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 			</output>
 		</layer>
-		<layer id="8189" name="self.model.layers.37.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7230" name="__module.model.layers.37.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -123756,7 +112134,7 @@
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 			</output>
 		</layer>
-		<layer id="8190" name="__module.model.layers.37.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7231" name="__module.model.layers.37.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123770,14 +112148,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5912,value_states.75">
+				<port id="2" precision="FP32" names="4995,value_states.75">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
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 			</output>
 		</layer>
-		<layer id="8191" name="Constant_161143" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -123785,7 +112163,7 @@
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 			</output>
 		</layer>
-		<layer id="8192" name="__module.model.layers.37.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="7233" name="__module.model.layers.37.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123798,7 +112176,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5920">
+				<port id="2" precision="FP32" names="5003">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -123806,7 +112184,7 @@
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 			</output>
 		</layer>
-		<layer id="8193" name="__module.model.layers.37.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="7234" name="__module.model.layers.37.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -123814,7 +112192,7 @@
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 			</output>
 		</layer>
-		<layer id="8194" name="__module.model.layers.37.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="7235" name="__module.model.layers.37.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -123827,7 +112205,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5921">
+				<port id="2" precision="FP32" names="5004">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -123835,7 +112213,7 @@
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 			</output>
 		</layer>
-		<layer id="8195" name="__module.model.layers.37.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="7236" name="__module.model.layers.37.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -123860,206 +112238,7 @@
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 			</output>
 		</layer>
-		<layer id="8196" name="Constant_138813" type="Const" version="opset1">
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-		<layer id="8197" name="Constant_138814" type="Const" version="opset1">
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-			<output>
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-		<layer id="8198" name="Constant_138810" type="Const" version="opset1">
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-		<layer id="8199" name="ShapeOf_160807" type="ShapeOf" version="opset3">
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-			<input>
-				<port id="0" precision="FP32">
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-		<layer id="8201" name="Constant_160809" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-			<input>
-				<port id="0" precision="I64">
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-		<layer id="8204" name="Constant_160812" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-				<port id="0" precision="I64">
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-		<layer id="8207" name="Add_160815" type="Add" version="opset1">
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-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="3" precision="I32">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I64">
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-		<layer id="8212" name="__module.model.layers.37.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="7237" name="__module.model.layers.37.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124088,7 +112267,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5990,attn_output.149">
+				<port id="4" precision="FP32" names="5048,attn_output.149">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -124096,7 +112275,7 @@
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 			</output>
 		</layer>
-		<layer id="8213" name="__module.model.layers.37.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="7238" name="__module.model.layers.37.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -124104,7 +112283,7 @@
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 			</output>
 		</layer>
-		<layer id="8214" name="__module.model.layers.37.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="7239" name="__module.model.layers.37.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -124117,7 +112296,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5991">
+				<port id="2" precision="FP32" names="5049">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -124125,7 +112304,7 @@
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 			</output>
 		</layer>
-		<layer id="8215" name="__module.model.layers.37.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="7240" name="__module.model.layers.37.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124140,21 +112319,21 @@
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 			</output>
 		</layer>
-		<layer id="8216" name="Constant_127146" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="7241" name="Constant_177063" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="8217" name="Constant_127147" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="8218" name="Gather_127148" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -124171,7 +112350,7 @@
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 			</output>
 		</layer>
-		<layer id="8219" name="__module.model.layers.37.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="7244" name="__module.model.layers.37.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -124182,12 +112361,12 @@
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 			</input>
 			<output>
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+				<port id="2" precision="I64" names="5051">
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 			</output>
 		</layer>
-		<layer id="8220" name="__module.model.layers.37.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="7245" name="__module.model.layers.37.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124201,15 +112380,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
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-			<data element_type="u4" shape="5120, 40, 128" offset="7501669728" size="13107200" />
+		<layer id="7246" name="self.model.layers.37.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="6303666400" size="13107200" />
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 				<port id="0" precision="U4">
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@@ -124218,7 +112397,7 @@
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 		</layer>
-		<layer id="8222" name="Convert_208597" type="Convert" version="opset1">
+		<layer id="7247" name="Convert_237549" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -124235,8 +112414,8 @@
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-		<layer id="8223" name="self.model.layers.37.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="7514776928" size="102400" />
+		<layer id="7248" name="self.model.layers.37.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="6316773600" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -124245,7 +112424,7 @@
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 		</layer>
-		<layer id="8224" name="Convert_208599" type="Convert" version="opset1">
+		<layer id="7249" name="Convert_237551" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -124262,7 +112441,7 @@
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-		<layer id="8225" name="self.model.layers.37.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7250" name="self.model.layers.37.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -124284,8 +112463,8 @@
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-		<layer id="8226" name="self.model.layers.37.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="7514879328" size="409600" />
+		<layer id="7251" name="self.model.layers.37.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="6316876000" size="409600" />
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 				<port id="0" precision="FP16">
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@@ -124294,7 +112473,7 @@
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 		</layer>
-		<layer id="8227" name="self.model.layers.37.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7252" name="self.model.layers.37.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -124316,7 +112495,7 @@
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 		</layer>
-		<layer id="8228" name="Constant_208604" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
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@@ -124324,7 +112503,7 @@
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 			</output>
 		</layer>
-		<layer id="8229" name="Reshape_208605" type="Reshape" version="opset1">
+		<layer id="7254" name="Reshape_237557" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -124343,8 +112522,11 @@
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 			</output>
 		</layer>
-		<layer id="8230" name="self.model.layers.37.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7255" name="__module.model.layers.37.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -124358,13 +112540,13 @@
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 		</layer>
-		<layer id="8231" name="__module.model.layers.37.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -124372,14 +112554,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="5054,5056,hidden_states.975">
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-		<layer id="8232" name="__module.model.layers.37/aten::add/Add" type="Add" version="opset1">
+		<layer id="7257" name="__module.model.layers.37/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124394,15 +112576,15 @@
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 			<output>
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 					<dim>5120</dim>
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-		<layer id="8233" name="Constant_152358" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="7515288928" size="20480" />
+		<layer id="7258" name="Constant_184375" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -124411,7 +112593,7 @@
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 		</layer>
-		<layer id="8234" name="Constant_152357" type="Const" version="opset1">
+		<layer id="7259" name="Constant_184374" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976988" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -124421,7 +112603,7 @@
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-		<layer id="8235" name="Constant_152355" type="Const" version="opset1">
+		<layer id="7260" name="Constant_184372" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
 			<output>
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@@ -124431,7 +112613,7 @@
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 		</layer>
-		<layer id="8236" name="__module.model.layers.37.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="7261" name="__module.model.layers.37.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124446,22 +112628,22 @@
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 			<output>
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 					<dim>5120</dim>
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 		</layer>
-		<layer id="8237" name="Constant_19009" type="Const" version="opset1">
+		<layer id="7262" name="Constant_15699" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="5063">
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-		<layer id="8238" name="__module.model.layers.37.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="7263" name="__module.model.layers.37.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124474,14 +112656,14 @@
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="8239" name="Constant_152356" type="Const" version="opset1">
+		<layer id="7264" name="Constant_184373" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -124491,7 +112673,7 @@
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 			</output>
 		</layer>
-		<layer id="8240" name="__module.model.layers.37.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="7265" name="__module.model.layers.37.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -124506,14 +112688,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="5065">
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-		<layer id="8241" name="__module.model.layers.37.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="7266" name="__module.model.layers.37.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -124529,7 +112711,7 @@
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 		</layer>
-		<layer id="8242" name="__module.model.layers.37.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="7267" name="__module.model.layers.37.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -124544,14 +112726,14 @@
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 			<output>
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 		</layer>
-		<layer id="8243" name="__module.model.layers.37.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7268" name="__module.model.layers.37.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -124566,14 +112748,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="5067,5068,hidden_states.981,hidden_states.983">
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 					<dim>5120</dim>
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 		</layer>
-		<layer id="8244" name="__module.model.layers.37.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7269" name="__module.model.layers.37.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -124588,15 +112770,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
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+		<layer id="7270" name="self.model.layers.37.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="6317306080" size="35389440" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -124605,7 +112787,7 @@
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 			</output>
 		</layer>
-		<layer id="8246" name="Convert_208619" type="Convert" version="opset1">
+		<layer id="7271" name="Convert_235959" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -124622,8 +112804,8 @@
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 		</layer>
-		<layer id="8247" name="self.model.layers.37.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="13824, 40, 1" offset="7550698848" size="276480" />
+		<layer id="7272" name="self.model.layers.37.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="6352695520" size="276480" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -124632,7 +112814,7 @@
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 			</output>
 		</layer>
-		<layer id="8248" name="Convert_208621" type="Convert" version="opset1">
+		<layer id="7273" name="Convert_235961" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -124649,7 +112831,7 @@
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 		</layer>
-		<layer id="8249" name="self.model.layers.37.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -124671,8 +112853,8 @@
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-		<layer id="8250" name="self.model.layers.37.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="13824, 40, 1" offset="7550975328" size="1105920" />
+		<layer id="7275" name="self.model.layers.37.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -124681,7 +112863,7 @@
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 			</output>
 		</layer>
-		<layer id="8251" name="self.model.layers.37.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -124703,15 +112885,15 @@
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-		<layer id="8252" name="Constant_208626" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="7277" name="Constant_235966" type="Const" version="opset1">
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-		<layer id="8253" name="Reshape_208627" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -124730,8 +112912,11 @@
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 			</output>
 		</layer>
-		<layer id="8254" name="self.model.layers.37.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7279" name="__module.model.layers.37.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
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@@ -124745,7 +112930,7 @@
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 		</layer>
-		<layer id="8255" name="__module.model.layers.37.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7280" name="__module.model.layers.37.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -124759,14 +112944,14 @@
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 			<output>
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 					<dim>13824</dim>
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-		<layer id="8256" name="__module.model.layers.37.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="7281" name="__module.model.layers.37.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -124775,15 +112960,15 @@
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 					<dim>13824</dim>
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+		<layer id="7282" name="self.model.layers.37.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -124792,7 +112977,7 @@
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-		<layer id="8258" name="Convert_208608" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -124809,8 +112994,8 @@
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@@ -124917,8 +113102,11 @@
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 			<data destination_type="f32" />
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@@ -124985,7 +113173,7 @@
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@@ -125002,8 +113190,8 @@
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@@ -125029,7 +113217,7 @@
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@@ -125061,7 +113249,7 @@
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@@ -125083,15 +113271,15 @@
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@@ -125110,8 +113298,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -125125,7 +113316,7 @@
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+		<layer id="7306" name="Constant_184379" type="Const" version="opset1">
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@@ -125188,7 +113379,7 @@
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@@ -125198,7 +113389,7 @@
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 			<output>
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-		<layer id="8287" name="Constant_152360" type="Const" version="opset1">
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@@ -125258,7 +113449,7 @@
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+					<dim>40</dim>
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 				</port>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8297" name="self.model.layers.38.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7322" name="self.model.layers.38.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8298" name="self.model.layers.38.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 1" offset="7651864928" size="10240" />
+		<layer id="7323" name="self.model.layers.38.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="6440851680" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8299" name="self.model.layers.38.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7324" name="self.model.layers.38.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7325" name="Constant_237586" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7326" name="Reshape_237587" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -125457,8 +113688,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8300" name="self.model.layers.38.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7327" name="__module.model.layers.38.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -125472,7 +113706,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8301" name="__module.model.layers.38.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7328" name="__module.model.layers.38.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -125486,14 +113720,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6056,query_states.77">
+				<port id="2" precision="FP32" names="5113,query_states.77">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8302" name="Constant_161144" type="Const" version="opset1">
+		<layer id="7329" name="Constant_191708" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -125501,7 +113735,7 @@
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 			</output>
 		</layer>
-		<layer id="8303" name="__module.model.layers.38.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="7330" name="__module.model.layers.38.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -125514,7 +113748,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6062">
+				<port id="2" precision="FP32" names="5119">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -125522,7 +113756,7 @@
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 			</output>
 		</layer>
-		<layer id="8304" name="__module.model.layers.38.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="7331" name="__module.model.layers.38.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -125530,7 +113764,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8305" name="__module.model.layers.38.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="7332" name="__module.model.layers.38.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -125543,7 +113777,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6063,q.77">
+				<port id="2" precision="FP32" names="5120,q.77">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -125551,142 +113785,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8306" name="__module.model.layers.38.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 64, 1" offset="177596264" size="256" />
-			<output>
-				<port id="0" precision="FP32" names="6074">
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-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8307" name="__module.model.layers.38.self_attn.rotary_emb/aten::expand/Broadcast" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>3</dim>
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-			</input>
-			<output>
-				<port id="2" precision="FP32" names="6077,6082,inv_freq_expanded.153,inv_freq_expanded.155">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8308" name="__module.model.layers.38.self_attn.rotary_emb/aten::matmul/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="false" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>1</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="6084">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8309" name="__module.model.layers.38.self_attn.rotary_emb/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
-			<data element_type="i32" shape="3" offset="177596528" size="12" />
-			<output>
-				<port id="0" precision="I32">
-					<dim>3</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8310" name="__module.model.layers.38.self_attn.rotary_emb/aten::transpose/Transpose" type="Transpose" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>64</dim>
-					<dim>-1</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>3</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="6085">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8311" name="__module.model.layers.38.self_attn.rotary_emb/aten::cat/Concat" type="Concat" version="opset1">
-			<data axis="-1" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="6087,emb.77">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8312" name="__module.model.layers.38.self_attn.rotary_emb/aten::cos/Cos" type="Cos" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
-			<output>
-				<port id="1" precision="FP32" names="6088,6090,6093,cos.229,cos.231">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8313" name="__module.model.layers.38.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="6095,cos.233">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8314" name="__module.model.layers.38.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7333" name="__module.model.layers.38.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -125703,7 +113802,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6097">
+				<port id="2" precision="FP32" names="5129">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -125711,23 +113810,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8315" name="Constant_138823" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="8316" name="Constant_138822" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="8317" name="__module.model.layers.38.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="7334" name="__module.model.layers.38.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -125743,13 +113826,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8318" name="__module.model.layers.38.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="7335" name="__module.model.layers.38.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8319" name="__module.model.layers.38.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="7336" name="__module.model.layers.38.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -125759,10 +113842,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="6098,6103" />
+				<port id="3" precision="I64" names="5130,5135" />
 			</output>
 		</layer>
-		<layer id="8320" name="__module.model.layers.38.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="7337" name="__module.model.layers.38.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -125772,23 +113855,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8321" name="__module.model.layers.38.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="7338" name="__module.model.layers.38.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="6100,6101,6105,6106" />
+				<port id="1" precision="I64" names="5132,5133,5137,5138" />
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 		</layer>
-		<layer id="8322" name="Constant_157983" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="7339" name="Constant_139290" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8323" name="__module.model.layers.38.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="7340" name="__module.model.layers.38.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -125802,53 +113885,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8324" name="Constant_138821" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="7341" name="__module.model.layers.38.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="8325" name="ScatterUpdate_138824" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
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 			</output>
 		</layer>
-		<layer id="8326" name="Constant_138827" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="7342" name="__module.model.layers.38.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8327" name="Constant_138830" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7343" name="__module.model.layers.38.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8328" name="__module.model.layers.38.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7344" name="__module.model.layers.38.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -125857,17 +113918,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -125875,8 +113939,8 @@
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="7345" name="Constant_184380" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -125886,7 +113950,7 @@
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 			</output>
 		</layer>
-		<layer id="8330" name="__module.model.layers.38.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="7346" name="__module.model.layers.38.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -125903,7 +113967,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6108">
+				<port id="2" precision="FP32" names="5140">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -125911,24 +113975,31 @@
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 		</layer>
-		<layer id="8331" name="Constant_138875" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="7347" name="__module.model.layers.38.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="8332" name="Constant_138880" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7348" name="__module.model.layers.38.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="8333" name="__module.model.layers.38.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7349" name="__module.model.layers.38.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7350" name="__module.model.layers.38.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -125937,17 +114008,20 @@
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 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -125955,7 +114029,7 @@
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 			</output>
 		</layer>
-		<layer id="8334" name="__module.model.layers.38.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="7351" name="__module.model.layers.38.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -125972,7 +114046,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6110">
+				<port id="2" precision="FP32" names="5142">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -125980,41 +114054,7 @@
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 			</output>
 		</layer>
-		<layer id="8335" name="__module.model.layers.38.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		<layer id="8336" name="__module.model.layers.38.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="8337" name="__module.model.layers.38.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7352" name="__module.model.layers.38.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126031,7 +114071,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5143">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -126039,7 +114079,7 @@
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 			</output>
 		</layer>
-		<layer id="8338" name="__module.model.layers.38.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="7353" name="__module.model.layers.38.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126056,7 +114096,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -126064,13 +114104,13 @@
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 			</output>
 		</layer>
-		<layer id="8339" name="Constant_199322" type="Const" version="opset1">
+		<layer id="7354" name="Constant_210540" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="8340" name="Constant_199315" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -126078,7 +114118,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8341" name="Constant_199317" type="Const" version="opset1">
+		<layer id="7356" name="Constant_210535" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -126086,7 +114126,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8342" name="Constant_199319" type="Const" version="opset1">
+		<layer id="7357" name="Constant_210537" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -126094,7 +114134,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8343" name="Concat_199320" type="Concat" version="opset1">
+		<layer id="7358" name="Concat_210538" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -126116,7 +114156,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8344" name="Broadcast_199323" type="Broadcast" version="opset3">
+		<layer id="7359" name="Broadcast_210541" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -126133,7 +114173,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8345" name="ReadValue_192165" type="ReadValue" version="opset6">
+		<layer id="7360" name="ReadValue_206023" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.38.keypresent.38.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126152,13 +114192,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8346" name="Constant_185916" type="Const" version="opset1">
+		<layer id="7361" name="Constant_202427" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8347" name="Gather_185917" type="Gather" version="opset8">
+		<layer id="7362" name="Gather_202428" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126181,94 +114221,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 5120" offset="7651875168" size="26214400" />
+		<layer id="7363" name="self.model.layers.38.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="6441261280" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="8349" name="Convert_208642" type="Convert" version="opset1">
+		<layer id="7364" name="Convert_237569" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="7678089568" size="5120" />
+		<layer id="7365" name="self.model.layers.38.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="6454368480" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8351" name="Convert_208645" type="Convert" version="opset1">
+		<layer id="7366" name="Convert_237571" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8352" name="self.model.layers.38.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7367" name="self.model.layers.38.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="7678094688" size="10240" />
+		<layer id="7368" name="self.model.layers.38.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="6454470880" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8354" name="self.model.layers.38.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7369" name="self.model.layers.38.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7370" name="Constant_237576" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7371" name="Reshape_237577" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -126276,8 +114356,11 @@
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 			</output>
 		</layer>
-		<layer id="8355" name="self.model.layers.38.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7372" name="__module.model.layers.38.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -126291,7 +114374,7 @@
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 			</output>
 		</layer>
-		<layer id="8356" name="__module.model.layers.38.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7373" name="__module.model.layers.38.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -126305,14 +114388,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6058,key_states.81">
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="8357" name="Constant_161145" type="Const" version="opset1">
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 				<port id="0" precision="I64">
@@ -126320,7 +114403,7 @@
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 		</layer>
-		<layer id="8358" name="__module.model.layers.38.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126333,7 +114416,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6065">
+				<port id="2" precision="FP32" names="5122">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -126341,7 +114424,7 @@
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 		</layer>
-		<layer id="8359" name="__module.model.layers.38.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="7376" name="__module.model.layers.38.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -126349,7 +114432,7 @@
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 			</output>
 		</layer>
-		<layer id="8360" name="__module.model.layers.38.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -126362,7 +114445,7 @@
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 			</input>
 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -126370,7 +114453,7 @@
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 		</layer>
-		<layer id="8361" name="__module.model.layers.38.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="7378" name="__module.model.layers.38.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -126387,7 +114470,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5145">
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -126395,23 +114478,7 @@
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 			</output>
 		</layer>
-		<layer id="8362" name="Constant_138923" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="8363" name="Constant_138922" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="8364" name="__module.model.layers.38.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="7379" name="__module.model.layers.38.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126427,13 +114494,13 @@
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 			</output>
 		</layer>
-		<layer id="8365" name="__module.model.layers.38.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="7380" name="__module.model.layers.38.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8366" name="__module.model.layers.38.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="7381" name="__module.model.layers.38.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -126443,10 +114510,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="6114,6119" />
+				<port id="3" precision="I64" names="5146,5151" />
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 		</layer>
-		<layer id="8367" name="__module.model.layers.38.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="7382" name="__module.model.layers.38.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -126456,23 +114523,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8368" name="__module.model.layers.38.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="7383" name="__module.model.layers.38.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="6116,6117,6121,6122" />
+				<port id="1" precision="I64" names="5148,5149,5153,5154" />
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 		</layer>
-		<layer id="8369" name="Constant_157985" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="7384" name="Constant_139291" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="8370" name="__module.model.layers.38.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="7385" name="__module.model.layers.38.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -126486,53 +114553,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8371" name="Constant_138921" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="7386" name="__module.model.layers.38.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="8372" name="ScatterUpdate_138924" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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 			</output>
 		</layer>
-		<layer id="8373" name="Constant_138927" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="7387" name="__module.model.layers.38.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="8374" name="Constant_138930" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7388" name="__module.model.layers.38.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="8375" name="__module.model.layers.38.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7389" name="__module.model.layers.38.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -126541,17 +114586,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="5155,x2.155">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -126559,8 +114607,8 @@
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 			</output>
 		</layer>
-		<layer id="8376" name="Constant_152364" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="7390" name="Constant_184381" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -126570,7 +114618,7 @@
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 			</output>
 		</layer>
-		<layer id="8377" name="__module.model.layers.38.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7391" name="__module.model.layers.38.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126587,7 +114635,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6124">
+				<port id="2" precision="FP32" names="5156">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -126595,24 +114643,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8378" name="Constant_138975" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="7392" name="__module.model.layers.38.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8379" name="Constant_138980" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7393" name="__module.model.layers.38.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8380" name="__module.model.layers.38.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7394" name="__module.model.layers.38.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7395" name="__module.model.layers.38.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -126621,17 +114676,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="6118">
+				<port id="5" precision="FP32" names="5150">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -126639,7 +114697,7 @@
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 			</output>
 		</layer>
-		<layer id="8381" name="__module.model.layers.38.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="7396" name="__module.model.layers.38.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126656,7 +114714,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6126">
+				<port id="2" precision="FP32" names="5158">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -126664,7 +114722,7 @@
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 			</output>
 		</layer>
-		<layer id="8382" name="__module.model.layers.38.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="7397" name="__module.model.layers.38.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126681,7 +114739,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6127">
+				<port id="2" precision="FP32" names="5159">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -126689,7 +114747,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8383" name="__module.model.layers.38.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="7398" name="__module.model.layers.38.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126706,7 +114764,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6128">
+				<port id="2" precision="FP32" names="5160">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -126714,7 +114772,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8384" name="__module.model.layers.38.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="7399" name="__module.model.layers.38.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126739,13 +114797,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8385" name="Constant_199335" type="Const" version="opset1">
+		<layer id="7400" name="Constant_210527" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="8386" name="Constant_199328" type="Const" version="opset1">
+		<layer id="7401" name="Constant_210520" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -126753,7 +114811,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8387" name="Constant_199330" type="Const" version="opset1">
+		<layer id="7402" name="Constant_210522" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -126761,7 +114819,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8388" name="Constant_199332" type="Const" version="opset1">
+		<layer id="7403" name="Constant_210524" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -126769,7 +114827,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8389" name="Concat_199333" type="Concat" version="opset1">
+		<layer id="7404" name="Concat_210525" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -126791,7 +114849,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8390" name="Broadcast_199336" type="Broadcast" version="opset3">
+		<layer id="7405" name="Broadcast_210528" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -126808,7 +114866,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8391" name="ReadValue_192167" type="ReadValue" version="opset6">
+		<layer id="7406" name="ReadValue_206025" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.38.valuepresent.38.value" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126827,13 +114885,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8392" name="Constant_185919" type="Const" version="opset1">
+		<layer id="7407" name="Constant_202430" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8393" name="Gather_185920" type="Gather" version="opset8">
+		<layer id="7408" name="Gather_202431" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126856,94 +114914,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 5120" offset="7678104928" size="26214400" />
+		<layer id="7409" name="self.model.layers.38.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="6454880480" size="13107200" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8395" name="Convert_208653" type="Convert" version="opset1">
+		<layer id="7410" name="Convert_237559" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>5120</dim>
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="5120, 1" offset="7704319328" size="5120" />
+		<layer id="7411" name="self.model.layers.38.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="6467987680" size="102400" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8397" name="Convert_208656" type="Convert" version="opset1">
+		<layer id="7412" name="Convert_237561" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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-					<dim>5120</dim>
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
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+					<dim>40</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="5120, 1" offset="7704324448" size="10240" />
+		<layer id="7414" name="self.model.layers.38.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="6468090080" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="8400" name="self.model.layers.38.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7415" name="self.model.layers.38.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
-					<dim>5120</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>5120</dim>
+					<dim>40</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7416" name="Constant_237566" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="177596208" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7417" name="Reshape_237567" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>5120</dim>
+					<dim>40</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>5120</dim>
@@ -126951,8 +115049,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8401" name="self.model.layers.38.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7418" name="__module.model.layers.38.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -126966,7 +115067,7 @@
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 			</output>
 		</layer>
-		<layer id="8402" name="__module.model.layers.38.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7419" name="__module.model.layers.38.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -126980,14 +115081,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6060,value_states.77">
+				<port id="2" precision="FP32" names="5117,value_states.77">
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 					<dim>-1</dim>
 					<dim>5120</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8403" name="Constant_161146" type="Const" version="opset1">
+		<layer id="7420" name="Constant_191710" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="177596216" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -126995,7 +115096,7 @@
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 			</output>
 		</layer>
-		<layer id="8404" name="__module.model.layers.38.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="7421" name="__module.model.layers.38.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127008,7 +115109,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6068">
+				<port id="2" precision="FP32" names="5125">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -127016,7 +115117,7 @@
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 			</output>
 		</layer>
-		<layer id="8405" name="__module.model.layers.38.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="7422" name="__module.model.layers.38.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -127024,7 +115125,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8406" name="__module.model.layers.38.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="7423" name="__module.model.layers.38.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -127037,7 +115138,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6069">
+				<port id="2" precision="FP32" names="5126">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -127045,7 +115146,7 @@
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 			</output>
 		</layer>
-		<layer id="8407" name="__module.model.layers.38.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="7424" name="__module.model.layers.38.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127070,206 +115171,7 @@
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 			</output>
 		</layer>
-		<layer id="8408" name="Constant_139025" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="8409" name="Constant_139026" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="8410" name="Constant_139022" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="8411" name="ShapeOf_160882" type="ShapeOf" version="opset3">
-			<data output_type="i64" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>40</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
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-			</output>
-		</layer>
-		<layer id="8412" name="Constant_160883" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="8413" name="Constant_160884" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
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-		</layer>
-		<layer id="8414" name="Gather_160885" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="8415" name="ShapeOf_160886" type="ShapeOf" version="opset3">
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-			<input>
-				<port id="0" precision="FP32">
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-					<dim>40</dim>
-					<dim>-1</dim>
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-			<output>
-				<port id="1" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="8416" name="Constant_160887" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596580" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="8417" name="Constant_160888" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
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-		</layer>
-		<layer id="8418" name="Gather_160889" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				</port>
-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64">
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-				</port>
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-		</layer>
-		<layer id="8419" name="Add_160890" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-		<layer id="8420" name="Constant_139021" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="8421" name="ScatterUpdate_139027" type="ScatterUpdate" version="opset3">
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
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-			<output>
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-		<layer id="8422" name="Constant_139030" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="8423" name="__module.model.layers.38.self_attn/aten::slice/Slice_7" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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-					<dim>-1</dim>
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-				<port id="2" precision="I64">
-					<dim>4</dim>
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-				<port id="3" precision="I64">
-					<dim>4</dim>
-				</port>
-			</input>
-			<output>
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-					<dim>-1</dim>
-					<dim>-1</dim>
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-		<layer id="8424" name="__module.model.layers.38.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="7425" name="__module.model.layers.38.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127298,7 +115200,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="6138,attn_output.153">
+				<port id="4" precision="FP32" names="5170,attn_output.153">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -127306,7 +115208,7 @@
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 			</output>
 		</layer>
-		<layer id="8425" name="__module.model.layers.38.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="7426" name="__module.model.layers.38.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="177596248" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -127314,7 +115216,7 @@
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 			</output>
 		</layer>
-		<layer id="8426" name="__module.model.layers.38.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="7427" name="__module.model.layers.38.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -127327,7 +115229,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6139">
+				<port id="2" precision="FP32" names="5171">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>40</dim>
@@ -127335,7 +115237,7 @@
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 			</output>
 		</layer>
-		<layer id="8427" name="__module.model.layers.38.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="7428" name="__module.model.layers.38.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127350,21 +115252,21 @@
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 			</output>
 		</layer>
-		<layer id="8428" name="Constant_127156" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="217445672" size="16" />
+		<layer id="7429" name="Constant_177073" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="204835008" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="8429" name="Constant_127157" type="Const" version="opset1">
+		<layer id="7430" name="Constant_177074" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8430" name="Gather_127158" type="Gather" version="opset8">
+		<layer id="7431" name="Gather_177075" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -127381,7 +115283,7 @@
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 			</output>
 		</layer>
-		<layer id="8431" name="__module.model.layers.38.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="7432" name="__module.model.layers.38.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -127392,12 +115294,12 @@
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 			</input>
 			<output>
-				<port id="2" precision="I64" names="6141">
+				<port id="2" precision="I64" names="5173">
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 			</output>
 		</layer>
-		<layer id="8432" name="__module.model.layers.38.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+		<layer id="7433" name="__module.model.layers.38.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -127411,15 +115313,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6142">
+				<port id="2" precision="FP32" names="5174">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
-		<layer id="8433" name="self.model.layers.38.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="7704334688" size="13107200" />
+		<layer id="7434" name="self.model.layers.38.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="6468499680" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -127428,7 +115330,7 @@
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 			</output>
 		</layer>
-		<layer id="8434" name="Convert_208674" type="Convert" version="opset1">
+		<layer id="7435" name="Convert_237589" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -127445,8 +115347,8 @@
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 			</output>
 		</layer>
-		<layer id="8435" name="self.model.layers.38.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="7717441888" size="102400" />
+		<layer id="7436" name="self.model.layers.38.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -127455,7 +115357,7 @@
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-		<layer id="8436" name="Convert_208676" type="Convert" version="opset1">
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@@ -127472,7 +115374,7 @@
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@@ -127494,8 +115396,8 @@
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-			<data element_type="f16" shape="5120, 40, 1" offset="7717544288" size="409600" />
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+			<data element_type="f16" shape="5120, 40, 1" offset="6481709280" size="409600" />
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 				<port id="0" precision="FP16">
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@@ -127504,7 +115406,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -127526,7 +115428,7 @@
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-		<layer id="8440" name="Constant_208681" type="Const" version="opset1">
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@@ -127534,7 +115436,7 @@
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-		<layer id="8441" name="Reshape_208682" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -127553,8 +115455,11 @@
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 		</layer>
-		<layer id="8442" name="self.model.layers.38.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
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@@ -127568,13 +115473,13 @@
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@@ -127582,14 +115487,14 @@
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@@ -127604,15 +115509,15 @@
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 					<dim>5120</dim>
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-			<data element_type="f32" shape="1, 1, 5120" offset="7717953888" size="20480" />
+		<layer id="7446" name="Constant_184385" type="Const" version="opset1">
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@@ -127621,7 +115526,7 @@
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-		<layer id="8446" name="Constant_152367" type="Const" version="opset1">
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@@ -127631,7 +115536,7 @@
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-		<layer id="8447" name="Constant_152365" type="Const" version="opset1">
+		<layer id="7448" name="Constant_184382" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="163976992" size="4" />
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@@ -127641,7 +115546,7 @@
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+		<layer id="7449" name="__module.model.layers.38.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -127656,22 +115561,22 @@
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-		<layer id="8449" name="Constant_19502" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="163976996" size="8" />
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-		<layer id="8450" name="__module.model.layers.38.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
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@@ -127684,14 +115589,14 @@
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-		<layer id="8451" name="Constant_152366" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="163977004" size="4" />
 			<output>
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@@ -127701,7 +115606,7 @@
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+		<layer id="7453" name="__module.model.layers.38.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -127716,14 +115621,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="5187">
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-		<layer id="8453" name="__module.model.layers.38.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="7454" name="__module.model.layers.38.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -127739,7 +115644,7 @@
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 		</layer>
-		<layer id="8454" name="__module.model.layers.38.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="7455" name="__module.model.layers.38.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -127754,14 +115659,14 @@
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-		<layer id="8455" name="__module.model.layers.38.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7456" name="__module.model.layers.38.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -127776,14 +115681,14 @@
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+				<port id="2" precision="FP32" names="5189,5190,hidden_states.1007,hidden_states.1009">
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-		<layer id="8456" name="__module.model.layers.38.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7457" name="__module.model.layers.38.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -127798,15 +115703,15 @@
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 					<dim>5120</dim>
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+		<layer id="7458" name="self.model.layers.38.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -127815,7 +115720,7 @@
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-		<layer id="8458" name="Convert_208696" type="Convert" version="opset1">
+		<layer id="7459" name="Convert_235989" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -127832,8 +115737,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="7753363808" size="276480" />
+		<layer id="7460" name="self.model.layers.38.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="6517528800" size="276480" />
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 				<port id="0" precision="U4">
 					<dim>13824</dim>
@@ -127842,7 +115747,7 @@
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-		<layer id="8460" name="Convert_208698" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -127859,7 +115764,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -127881,8 +115786,8 @@
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+		<layer id="7463" name="self.model.layers.38.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -127891,7 +115796,7 @@
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 		</layer>
-		<layer id="8463" name="self.model.layers.38.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -127913,15 +115818,15 @@
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-		<layer id="8464" name="Constant_208703" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="7465" name="Constant_235996" type="Const" version="opset1">
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-		<layer id="8465" name="Reshape_208704" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -127940,8 +115845,11 @@
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-		<layer id="8466" name="self.model.layers.38.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7467" name="__module.model.layers.38.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -127955,7 +115863,7 @@
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 		</layer>
-		<layer id="8467" name="__module.model.layers.38.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7468" name="__module.model.layers.38.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -127969,14 +115877,14 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -127985,15 +115893,15 @@
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@@ -128002,7 +115910,7 @@
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-		<layer id="8470" name="Convert_208685" type="Convert" version="opset1">
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 			<input>
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@@ -128019,8 +115927,8 @@
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@@ -128029,7 +115937,7 @@
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-		<layer id="8472" name="Convert_208687" type="Convert" version="opset1">
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@@ -128046,7 +115954,7 @@
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@@ -128078,7 +115986,7 @@
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@@ -128127,8 +116035,11 @@
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@@ -128195,7 +116106,7 @@
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@@ -128212,8 +116123,8 @@
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@@ -128239,7 +116150,7 @@
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@@ -128271,7 +116182,7 @@
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@@ -128293,15 +116204,15 @@
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@@ -128320,8 +116231,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -128335,7 +116249,7 @@
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-		<layer id="8493" name="Constant_152371" type="Const" version="opset1">
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@@ -128388,7 +116302,7 @@
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-		<layer id="8494" name="Constant_152369" type="Const" version="opset1">
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@@ -128398,7 +116312,7 @@
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-		<layer id="8496" name="Constant_19573" type="Const" version="opset1">
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-		<layer id="8497" name="__module.model.layers.39.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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-		<layer id="8498" name="Constant_152370" type="Const" version="opset1">
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@@ -128458,7 +116372,7 @@
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@@ -128473,14 +116387,14 @@
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@@ -128496,7 +116410,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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+		<layer id="7514" name="__module.model.layers.39.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -128712,7 +116629,7 @@
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@@ -128741,7 +116658,7 @@
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@@ -128754,7 +116671,7 @@
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@@ -128762,7 +116679,7 @@
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@@ -128770,7 +116687,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -128783,7 +116700,7 @@
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 			<output>
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 					<dim>40</dim>
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@@ -128791,7 +116708,7 @@
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+		<layer id="7520" name="__module.model.layers.39.self_attn/aten::cat/Concat" type="Concat" version="opset1">
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 			<input>
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@@ -128816,13 +116733,13 @@
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 			<output>
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@@ -128830,7 +116747,7 @@
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 			<output>
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@@ -128838,7 +116755,7 @@
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 		</layer>
-		<layer id="8524" name="Constant_199345" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -128846,7 +116763,7 @@
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-		<layer id="8525" name="Concat_199346" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
@@ -128868,7 +116785,7 @@
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 		</layer>
-		<layer id="8526" name="Broadcast_199349" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -128885,7 +116802,7 @@
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 			</output>
 		</layer>
-		<layer id="8527" name="ReadValue_192169" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.39.keypresent.39.key" variable_type="f32" variable_shape="?,40,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -128904,13 +116821,13 @@
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 			</output>
 		</layer>
-		<layer id="8528" name="Constant_185922" type="Const" version="opset1">
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 			<output>
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-		<layer id="8529" name="Gather_185923" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -128933,8 +116850,8 @@
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+			<data element_type="u4" shape="5120, 40, 128" offset="6606074080" size="13107200" />
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 				<port id="0" precision="U4">
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@@ -128943,7 +116860,7 @@
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 			</output>
 		</layer>
-		<layer id="8531" name="Convert_208729" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -128960,8 +116877,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="7855016288" size="102400" />
+		<layer id="7533" name="self.model.layers.39.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -128970,7 +116887,7 @@
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 			</output>
 		</layer>
-		<layer id="8533" name="Convert_208731" type="Convert" version="opset1">
+		<layer id="7534" name="Convert_237611" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -128987,7 +116904,7 @@
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 		</layer>
-		<layer id="8534" name="self.model.layers.39.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7535" name="self.model.layers.39.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -129009,8 +116926,8 @@
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-			<data element_type="f16" shape="5120, 40, 1" offset="7855118688" size="409600" />
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 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -129019,7 +116936,7 @@
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 		</layer>
-		<layer id="8536" name="self.model.layers.39.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -129041,7 +116958,7 @@
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 			</output>
 		</layer>
-		<layer id="8537" name="Constant_208736" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -129049,7 +116966,7 @@
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 		</layer>
-		<layer id="8538" name="Reshape_208737" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -129068,8 +116985,11 @@
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 			</output>
 		</layer>
-		<layer id="8539" name="self.model.layers.39.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7540" name="__module.model.layers.39.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -129083,7 +117003,7 @@
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 		</layer>
-		<layer id="8540" name="__module.model.layers.39.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7541" name="__module.model.layers.39.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -129097,14 +117017,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>5120</dim>
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 		</layer>
-		<layer id="8541" name="Constant_161148" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -129112,7 +117032,7 @@
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 		</layer>
-		<layer id="8542" name="__module.model.layers.39.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
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@@ -129125,7 +117045,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="5244">
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 					<dim>-1</dim>
 					<dim>40</dim>
@@ -129133,7 +117053,7 @@
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-		<layer id="8543" name="__module.model.layers.39.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="7544" name="__module.model.layers.39.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I32">
@@ -129141,7 +117061,7 @@
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-		<layer id="8544" name="__module.model.layers.39.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="7545" name="__module.model.layers.39.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -129154,7 +117074,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="5245,k">
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 					<dim>40</dim>
 					<dim>-1</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -129322,23 +117107,7 @@
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 			</output>
 		</layer>
-		<layer id="8554" name="Constant_139035" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="8555" name="Constant_139034" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="8556" name="__module.model.layers.39.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
+		<layer id="7547" name="__module.model.layers.39.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -129354,13 +117123,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8557" name="__module.model.layers.39.self_attn/aten::size/Constant_3" type="Const" version="opset1">
+		<layer id="7548" name="__module.model.layers.39.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8558" name="__module.model.layers.39.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
+		<layer id="7549" name="__module.model.layers.39.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -129370,10 +117139,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="6262,6267" />
+				<port id="3" precision="I64" names="5268,5273" />
 			</output>
 		</layer>
-		<layer id="8559" name="__module.model.layers.39.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="7550" name="__module.model.layers.39.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -129383,23 +117152,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="8560" name="__module.model.layers.39.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="7551" name="__module.model.layers.39.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="6264,6265,6269,6270" />
+				<port id="1" precision="I64" names="5270,5271,5275,5276" />
 			</output>
 		</layer>
-		<layer id="8561" name="Constant_157987" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="7552" name="Constant_139295" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="163976996" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8562" name="__module.model.layers.39.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="7553" name="__module.model.layers.39.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -129413,53 +117182,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8563" name="Constant_139033" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="7554" name="__module.model.layers.39.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596556" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8564" name="ScatterUpdate_139036" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
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-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="8565" name="Constant_139039" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="7555" name="__module.model.layers.39.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8566" name="Constant_139042" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7556" name="__module.model.layers.39.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8567" name="__module.model.layers.39.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7557" name="__module.model.layers.39.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -129468,17 +117215,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="6271,x2">
+				<port id="5" precision="FP32" names="5277,x2">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -129486,8 +117236,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8568" name="Constant_152373" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="177596652" size="4" />
+		<layer id="7558" name="Constant_184390" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="177596564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -129497,7 +117247,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8569" name="__module.model.layers.39.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="7559" name="__module.model.layers.39.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -129514,7 +117264,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6272">
+				<port id="2" precision="FP32" names="5278">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -129522,24 +117272,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8570" name="Constant_139087" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596540" size="32" />
+		<layer id="7560" name="__module.model.layers.39.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8571" name="Constant_139092" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7561" name="__module.model.layers.39.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="7562" name="__module.model.layers.39.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="8572" name="__module.model.layers.39.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7563" name="__module.model.layers.39.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -129548,17 +117305,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="6266">
+				<port id="5" precision="FP32" names="5272">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -129566,7 +117326,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8573" name="__module.model.layers.39.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="7564" name="__module.model.layers.39.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -129583,7 +117343,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6274">
+				<port id="2" precision="FP32" names="5280">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -129591,41 +117351,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8574" name="__module.model.layers.39.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32" names="6237,6239,6242,sin.235,sin.237">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8575" name="__module.model.layers.39.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="6244,sin">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="8576" name="__module.model.layers.39.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7565" name="__module.model.layers.39.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -129642,7 +117368,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6275">
+				<port id="2" precision="FP32" names="5281">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -129650,7 +117376,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8577" name="__module.model.layers.39.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="7566" name="__module.model.layers.39.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -129667,7 +117393,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="6276">
+				<port id="2" precision="FP32" names="5282">
 					<dim>-1</dim>
 					<dim>40</dim>
 					<dim>-1</dim>
@@ -129675,7 +117401,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8578" name="__module.model.layers.39.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="7567" name="__module.model.layers.39.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -129700,8 +117426,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8646" name="Constant_152382" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 5120" offset="7855528288" size="20480" />
+		<layer id="7635" name="Constant_184399" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 5120" offset="6619693280" size="20480" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -129710,8 +117436,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8647" name="self.model.layers.39.self_attn.q_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 128" offset="7855548768" size="13107200" />
+		<layer id="7636" name="self.model.layers.39.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 128" offset="6619713760" size="13107200" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -129720,7 +117446,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8648" name="Convert_208740" type="Convert" version="opset1">
+		<layer id="7637" name="Convert_237619" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -129737,8 +117463,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8649" name="self.model.layers.39.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="5120, 40, 1" offset="7868655968" size="102400" />
+		<layer id="7638" name="self.model.layers.39.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 40, 1" offset="6632820960" size="102400" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>5120</dim>
@@ -129747,7 +117473,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8650" name="Convert_208742" type="Convert" version="opset1">
+		<layer id="7639" name="Convert_237621" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -129764,7 +117490,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8651" name="self.model.layers.39.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7640" name="self.model.layers.39.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -129786,8 +117512,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8652" name="self.model.layers.39.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="5120, 40, 1" offset="7868758368" size="409600" />
+		<layer id="7641" name="self.model.layers.39.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="5120, 40, 1" offset="6632923360" size="409600" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -129796,7 +117522,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8653" name="self.model.layers.39.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7642" name="self.model.layers.39.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -129818,7 +117544,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8654" name="Constant_208747" type="Const" version="opset1">
+		<layer id="7643" name="Constant_237626" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="177596208" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -129826,7 +117552,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8655" name="Reshape_208748" type="Reshape" version="opset1">
+		<layer id="7644" name="Reshape_237627" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -129845,8 +117571,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="8656" name="self.model.layers.39.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7645" name="__module.model.layers.39.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -129860,7 +117589,7 @@
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-		<layer id="8658" name="Constant_161149" type="Const" version="opset1">
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@@ -129902,7 +117631,7 @@
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@@ -129918,7 +117647,7 @@
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-		<layer id="8661" name="__module.model.layers.39.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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@@ -129931,7 +117660,7 @@
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@@ -129939,7 +117668,7 @@
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 		</layer>
-		<layer id="8662" name="__module.model.layers.39.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="7651" name="__module.model.layers.39.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -129956,7 +117685,7 @@
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@@ -129996,13 +117709,13 @@
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+		<layer id="7653" name="__module.model.layers.39.self_attn/aten::size/Constant_5" type="Const" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -130025,23 +117738,23 @@
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-		<layer id="8669" name="__module.model.layers.39.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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-			<data element_type="i64" shape="1" offset="177596520" size="8" />
+		<layer id="7657" name="Constant_139296" type="Const" version="opset1">
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 			<input>
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@@ -130055,53 +117768,31 @@
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-		<layer id="8672" name="Constant_139133" type="Const" version="opset1">
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+		<layer id="7659" name="__module.model.layers.39.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
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-			<data element_type="i64" shape="4" offset="177596588" size="32" />
+		<layer id="7660" name="__module.model.layers.39.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="4" offset="177596620" size="32" />
+		<layer id="7661" name="__module.model.layers.39.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7662" name="__module.model.layers.39.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -130110,17 +117801,20 @@
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 					<dim>40</dim>
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@@ -130128,8 +117822,8 @@
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+		<layer id="7663" name="Constant_184391" type="Const" version="opset1">
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@@ -130139,7 +117833,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -130156,7 +117850,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -130164,24 +117858,31 @@
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 			<output>
 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="4" offset="177596620" size="32" />
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+			<data element_type="i64" shape="1" offset="177596520" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="7667" name="__module.model.layers.39.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="177596540" size="8" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -130190,17 +117891,20 @@
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -130208,7 +117912,7 @@
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 					<dim>-1</dim>
 					<dim>40</dim>
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@@ -130233,7 +117937,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -130250,7 +117954,7 @@
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -130258,7 +117962,7 @@
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+		<layer id="7671" name="__module.model.layers.39.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -130275,7 +117979,7 @@
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 			<output>
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 					<dim>40</dim>
 					<dim>-1</dim>
@@ -130283,143 +117987,7 @@
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@@ -130485,7 +118053,7 @@
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-		<layer id="8702" name="Gather_127168" type="Gather" version="opset8">
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@@ -130531,7 +118099,7 @@
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@@ -130542,12 +118110,12 @@
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 			<output>
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@@ -130578,7 +118146,7 @@
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 		</layer>
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 			<input>
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@@ -130595,8 +118163,8 @@
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-			<data element_type="u4" shape="5120, 40, 1" offset="7882275168" size="102400" />
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 				<port id="0" precision="U4">
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@@ -130605,7 +118173,7 @@
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 			</output>
 		</layer>
-		<layer id="8708" name="Convert_208753" type="Convert" version="opset1">
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 			<input>
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@@ -130622,7 +118190,7 @@
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@@ -130644,8 +118212,8 @@
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@@ -130654,7 +118222,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -130676,7 +118244,7 @@
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 			</output>
 		</layer>
-		<layer id="8712" name="Constant_208758" type="Const" version="opset1">
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 				<port id="0" precision="I32">
@@ -130684,7 +118252,7 @@
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 			</output>
 		</layer>
-		<layer id="8713" name="Reshape_208759" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -130703,8 +118271,11 @@
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 			</output>
 		</layer>
-		<layer id="8714" name="self.model.layers.39.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>5120</dim>
@@ -130718,13 +118289,13 @@
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 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -130732,14 +118303,14 @@
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 			<output>
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@@ -130754,15 +118325,15 @@
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 			<output>
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+		<layer id="7693" name="Constant_184395" type="Const" version="opset1">
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@@ -130771,7 +118342,7 @@
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-		<layer id="8718" name="Constant_152377" type="Const" version="opset1">
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@@ -130781,7 +118352,7 @@
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-		<layer id="8719" name="Constant_152375" type="Const" version="opset1">
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@@ -130791,7 +118362,7 @@
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@@ -130806,22 +118377,22 @@
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-		<layer id="8721" name="Constant_19995" type="Const" version="opset1">
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-		<layer id="8722" name="__module.model.layers.39.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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@@ -130834,14 +118405,14 @@
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 			<output>
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-		<layer id="8723" name="Constant_152376" type="Const" version="opset1">
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@@ -130851,7 +118422,7 @@
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@@ -130866,14 +118437,14 @@
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 				<port id="0" precision="FP32">
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@@ -130889,7 +118460,7 @@
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@@ -130904,14 +118475,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -130926,14 +118497,14 @@
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@@ -130965,7 +118536,7 @@
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-		<layer id="8730" name="Convert_208773" type="Convert" version="opset1">
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@@ -130982,8 +118553,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="7918197088" size="276480" />
+		<layer id="7707" name="self.model.layers.39.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="6682362080" size="276480" />
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@@ -130992,7 +118563,7 @@
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 		</layer>
-		<layer id="8732" name="Convert_208775" type="Convert" version="opset1">
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@@ -131009,7 +118580,7 @@
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 		</layer>
-		<layer id="8733" name="self.model.layers.39.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7709" name="self.model.layers.39.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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@@ -131031,8 +118602,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="7918473568" size="1105920" />
+		<layer id="7710" name="self.model.layers.39.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -131041,7 +118612,7 @@
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 		</layer>
-		<layer id="8735" name="self.model.layers.39.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7711" name="self.model.layers.39.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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@@ -131063,15 +118634,15 @@
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-		<layer id="8736" name="Constant_208780" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="7712" name="Constant_236026" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="8737" name="Reshape_208781" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -131090,8 +118661,11 @@
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 		</layer>
-		<layer id="8738" name="self.model.layers.39.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7714" name="__module.model.layers.39.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
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@@ -131105,7 +118679,7 @@
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 		</layer>
-		<layer id="8739" name="__module.model.layers.39.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -131119,14 +118693,14 @@
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 			<output>
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 					<dim>13824</dim>
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 		</layer>
-		<layer id="8740" name="__module.model.layers.39.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="7716" name="__module.model.layers.39.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 				<port id="0" precision="FP32">
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@@ -131135,15 +118709,15 @@
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 			<output>
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-			<data element_type="u4" shape="13824, 40, 128" offset="7919579488" size="35389440" />
+		<layer id="7717" name="self.model.layers.39.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 128" offset="6683744480" size="35389440" />
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 				<port id="0" precision="U4">
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@@ -131152,7 +118726,7 @@
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 		</layer>
-		<layer id="8742" name="Convert_208762" type="Convert" version="opset1">
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 			<input>
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@@ -131169,8 +118743,8 @@
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-			<data element_type="u4" shape="13824, 40, 1" offset="7954968928" size="276480" />
+		<layer id="7719" name="self.model.layers.39.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="13824, 40, 1" offset="6719133920" size="276480" />
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 				<port id="0" precision="U4">
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@@ -131179,7 +118753,7 @@
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 			</output>
 		</layer>
-		<layer id="8744" name="Convert_208764" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -131196,7 +118770,7 @@
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-		<layer id="8745" name="self.model.layers.39.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -131218,8 +118792,8 @@
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-			<data element_type="f16" shape="13824, 40, 1" offset="7955245408" size="1105920" />
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 				<port id="0" precision="FP16">
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@@ -131228,7 +118802,7 @@
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 			</output>
 		</layer>
-		<layer id="8747" name="self.model.layers.39.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7723" name="self.model.layers.39.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -131250,15 +118824,15 @@
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-		<layer id="8748" name="Constant_208769" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="267857232" size="8" />
+		<layer id="7724" name="Constant_236016" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="255246544" size="8" />
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 				<port id="0" precision="I32">
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-		<layer id="8749" name="Reshape_208770" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -131277,8 +118851,11 @@
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 			</output>
 		</layer>
-		<layer id="8750" name="self.model.layers.39.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7726" name="__module.model.layers.39.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>13824</dim>
@@ -131292,7 +118869,7 @@
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 		</layer>
-		<layer id="8751" name="__module.model.layers.39.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="7727" name="__module.model.layers.39.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -131306,14 +118883,14 @@
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 			</input>
 			<output>
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 					<dim>13824</dim>
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 			</output>
 		</layer>
-		<layer id="8752" name="__module.model.layers.39.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7728" name="__module.model.layers.39.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
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@@ -131328,15 +118905,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>13824</dim>
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+		<layer id="7729" name="self.model.layers.39.mlp.down_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -131345,7 +118922,7 @@
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 			</output>
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-		<layer id="8754" name="Convert_208784" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -131362,8 +118939,8 @@
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-			<data element_type="u4" shape="5120, 108, 1" offset="7991740768" size="276480" />
+		<layer id="7731" name="self.model.layers.39.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="5120, 108, 1" offset="6755905760" size="276480" />
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 				<port id="0" precision="U4">
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@@ -131372,7 +118949,7 @@
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 			</output>
 		</layer>
-		<layer id="8756" name="Convert_208786" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -131389,7 +118966,7 @@
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 		</layer>
-		<layer id="8757" name="self.model.layers.39.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7733" name="self.model.layers.39.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -131411,8 +118988,8 @@
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-			<data element_type="f16" shape="5120, 108, 1" offset="7992017248" size="1105920" />
+		<layer id="7734" name="self.model.layers.39.mlp.down_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -131421,7 +118998,7 @@
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 			</output>
 		</layer>
-		<layer id="8759" name="self.model.layers.39.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -131443,15 +119020,15 @@
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-		<layer id="8760" name="Constant_208791" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="341400920" size="8" />
+		<layer id="7736" name="Constant_236036" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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-		<layer id="8761" name="Reshape_208792" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -131470,8 +119047,11 @@
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 		</layer>
-		<layer id="8762" name="self.model.layers.39.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7738" name="__module.model.layers.39.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
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@@ -131485,7 +119065,7 @@
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 		</layer>
-		<layer id="8763" name="__module.model.layers.39.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -131499,14 +119079,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="8764" name="__module.model.layers.39/aten::add/Add_1" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -131521,14 +119101,14 @@
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 			<output>
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-		<layer id="8765" name="Constant_152381" type="Const" version="opset1">
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@@ -131538,7 +119118,7 @@
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-		<layer id="8766" name="Constant_152379" type="Const" version="opset1">
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 			<output>
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@@ -131548,7 +119128,7 @@
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-		<layer id="8767" name="__module.model.norm/aten::pow/Power" type="Power" version="opset1">
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@@ -131563,22 +119143,22 @@
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 			<output>
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-		<layer id="8768" name="Constant_20062" type="Const" version="opset1">
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-		<layer id="8769" name="__module.model.norm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="7745" name="__module.model.norm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<input>
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@@ -131591,14 +119171,14 @@
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 			<output>
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+		<layer id="7752" name="self.lm_head.weight" type="Const" version="opset1">
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@@ -131736,8 +119316,8 @@
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+		<layer id="7754" name="self.lm_head.weight/zero_point" type="Const" version="opset1">
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@@ -131745,7 +119325,7 @@
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@@ -131760,7 +119340,7 @@
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@@ -131779,8 +119359,8 @@
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@@ -131788,7 +119368,7 @@
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@@ -131807,8 +119387,11 @@
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@@ -131822,7 +119405,7 @@
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@@ -131843,7 +119426,7 @@
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@@ -131862,7 +119445,7 @@
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@@ -131881,7 +119464,7 @@
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@@ -131919,7 +119502,7 @@
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@@ -131957,7 +119540,7 @@
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@@ -131995,7 +119578,7 @@
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@@ -132014,7 +119597,7 @@
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@@ -132033,7 +119616,7 @@
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@@ -132052,7 +119635,7 @@
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 			<data variable_id="past_key_values.15.valuepresent.15.value" />
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 			<data variable_id="past_key_values.17.valuepresent.17.value" />
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@@ -132280,7 +119863,7 @@
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 			<data variable_id="past_key_values.19.valuepresent.19.value" />
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@@ -132299,7 +119882,7 @@
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 			<data variable_id="past_key_values.2.keypresent.2.key" />
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 			<data variable_id="past_key_values.2.valuepresent.2.value" />
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@@ -132337,7 +119920,7 @@
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 			<data variable_id="past_key_values.20.keypresent.20.key" />
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 			<data variable_id="past_key_values.20.valuepresent.20.value" />
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@@ -132375,7 +119958,7 @@
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 			<data variable_id="past_key_values.21.keypresent.21.key" />
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 			<data variable_id="past_key_values.21.valuepresent.21.value" />
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 			<data variable_id="past_key_values.22.keypresent.22.key" />
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 			<data variable_id="past_key_values.22.valuepresent.22.value" />
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+		<layer id="7599" name="Assign_205966" type="Assign" version="opset6">
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@@ -132527,7 +120110,7 @@
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+		<layer id="7598" name="Assign_205968" type="Assign" version="opset6">
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@@ -132546,7 +120129,7 @@
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-		<layer id="8608" name="Assign_192112" type="Assign" version="opset6">
+		<layer id="7597" name="Assign_205970" type="Assign" version="opset6">
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@@ -132565,7 +120148,7 @@
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-		<layer id="8607" name="Assign_192114" type="Assign" version="opset6">
+		<layer id="7596" name="Assign_205972" type="Assign" version="opset6">
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@@ -132584,7 +120167,7 @@
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+		<layer id="7595" name="Assign_205974" type="Assign" version="opset6">
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@@ -132679,7 +120262,7 @@
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@@ -132698,7 +120281,7 @@
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@@ -132717,7 +120300,7 @@
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@@ -132736,7 +120319,7 @@
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@@ -132755,7 +120338,7 @@
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@@ -132774,7 +120357,7 @@
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@@ -132793,7 +120376,7 @@
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@@ -132831,7 +120414,7 @@
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@@ -132850,7 +120433,7 @@
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@@ -132888,7 +120471,7 @@
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@@ -132907,7 +120490,7 @@
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@@ -132926,7 +120509,7 @@
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@@ -132945,7 +120528,7 @@
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@@ -132964,7 +120547,7 @@
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@@ -132983,7 +120566,7 @@
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@@ -133002,7 +120585,7 @@
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@@ -133040,7 +120623,7 @@
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@@ -133059,7 +120642,7 @@
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@@ -133078,7 +120661,7 @@
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@@ -133097,7 +120680,7 @@
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@@ -133249,7 +120832,7 @@
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@@ -133268,7 +120851,7 @@
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@@ -133287,7 +120870,7 @@
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@@ -133344,7 +120927,7 @@
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@@ -133363,7 +120946,7 @@
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@@ -137060,605 +124606,598 @@
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+		<edge from-layer="7760" from-port="2" to-layer="7761" to-port="0" />
 	</edges>
 	<rt_info>
-		<Runtime_version value="2024.3.0-15533-31fccc801fc" />
+		<Runtime_version value="2024.4.0-16579-c3152d32c9c-releases/2024/4" />
 		<conversion_parameters>
 			<framework value="pytorch" />
 			<is_python_object value="True" />
@@ -143624,22 +129953,24 @@
 		<nncf>
 			<friendly_names_were_updated value="True" />
 			<weight_compression>
+				<advanced_parameters value="{'awq_params': {'subset_size': 32, 'percent_to_apply': 0.002, 'alpha_min': 0.0, 'alpha_max': 1.0, 'steps': 100}, 'scale_estimation_params': {'subset_size': 64, 'initial_steps': 5, 'scale_steps': 5, 'weight_penalty': -1.0}, 'gptq_params': {'damp_percent': 0.1, 'block_size': 128, 'subset_size': 128}, 'lora_correction_params': {'adapter_rank': 8, 'num_iterations': 3, 'apply_regularization': True, 'subset_size': 128, 'use_int8_adapters': True}}" />
 				<all_layers value="False" />
 				<awq value="False" />
+				<gptq value="False" />
 				<group_size value="128" />
 				<ignored_scope value="[]" />
+				<lora_correction value="False" />
 				<mode value="int4_asym" />
-				<ratio value="0.8" />
+				<ratio value="1.0" />
 				<scale_estimation value="False" />
 				<sensitivity_metric value="weight_quantization_error" />
 			</weight_compression>
 		</nncf>
 		<optimum>
-			<nncf_version value="2.11.0.dev0+90a7f0d5" />
-			<optimum_intel_version value="1.17.0.dev0+aefabf0" />
-			<optimum_version value="1.19.2" />
-			<pytorch_version value="2.3.0+cu121" />
-			<transformers_version value="4.40.2" />
+			<optimum_intel_version value="1.20.1" />
+			<optimum_version value="1.23.3" />
+			<pytorch_version value="2.5.1" />
+			<transformers_version value="4.46.1" />
 		</optimum>
 	</rt_info>
 </net>