add files
Browse filesSigned-off-by: wenhuach <wenhuach87@gmail.com>
- config.json +293 -0
- quantization_config.json +67 -0
config.json
ADDED
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| 1 |
+
{
|
| 2 |
+
"_name_or_path": "/models/Llama-3.2-11B-Vision-Instruct",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"MllamaForConditionalGeneration"
|
| 5 |
+
],
|
| 6 |
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"image_token_index": 128256,
|
| 7 |
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"model_type": "mllama",
|
| 8 |
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"quantization_config": {
|
| 9 |
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"amp": true,
|
| 10 |
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"autoround_version": "0.4.0.dev",
|
| 11 |
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"backend": "auto_round:gptq:exllamav2",
|
| 12 |
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"batch_size": 1,
|
| 13 |
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"bits": 4,
|
| 14 |
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"data_type": "int",
|
| 15 |
+
"dataset": "/dataset/vlm/vlm_eval_dataset.json",
|
| 16 |
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"enable_minmax_tuning": true,
|
| 17 |
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"enable_norm_bias_tuning": false,
|
| 18 |
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"enable_quanted_input": true,
|
| 19 |
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"gradient_accumulate_steps": 8,
|
| 20 |
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"group_size": 128,
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| 21 |
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"iters": 1000,
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| 22 |
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"low_gpu_mem_usage": false,
|
| 23 |
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"lr": 0.001,
|
| 24 |
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"minmax_lr": 0.001,
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| 25 |
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"nsamples": 512,
|
| 26 |
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"quant_method": "intel/auto-round",
|
| 27 |
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"scale_dtype": "torch.float16",
|
| 28 |
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"seqlen": 512,
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| 29 |
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"sym": true,
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| 30 |
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"to_quant_block_names": [
|
| 31 |
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[
|
| 32 |
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"language_model.model.layers.0",
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"language_model.model.layers.1",
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| 37 |
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| 52 |
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| 53 |
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| 59 |
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| 60 |
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]
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| 74 |
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},
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| 75 |
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"text_config": {
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| 77 |
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| 114 |
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| 119 |
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| 123 |
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| 129 |
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| 130 |
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| 131 |
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| 136 |
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| 146 |
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| 147 |
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"rms_norm_eps": 1e-05,
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| 154 |
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| 158 |
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| 159 |
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| 160 |
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| 162 |
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| 163 |
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| 164 |
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| 165 |
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| 166 |
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|
| 167 |
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| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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| 172 |
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| 173 |
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| 174 |
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| 175 |
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| 177 |
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1,
|
| 259 |
+
4
|
| 260 |
+
],
|
| 261 |
+
[
|
| 262 |
+
2,
|
| 263 |
+
1
|
| 264 |
+
],
|
| 265 |
+
[
|
| 266 |
+
2,
|
| 267 |
+
2
|
| 268 |
+
],
|
| 269 |
+
[
|
| 270 |
+
3,
|
| 271 |
+
1
|
| 272 |
+
],
|
| 273 |
+
[
|
| 274 |
+
4,
|
| 275 |
+
1
|
| 276 |
+
]
|
| 277 |
+
],
|
| 278 |
+
"suppress_tokens": null,
|
| 279 |
+
"task_specific_params": null,
|
| 280 |
+
"temperature": 1.0,
|
| 281 |
+
"tf_legacy_loss": false,
|
| 282 |
+
"tie_encoder_decoder": false,
|
| 283 |
+
"tie_word_embeddings": true,
|
| 284 |
+
"tokenizer_class": null,
|
| 285 |
+
"top_k": 50,
|
| 286 |
+
"top_p": 1.0,
|
| 287 |
+
"torch_dtype": "float16",
|
| 288 |
+
"torchscript": false,
|
| 289 |
+
"typical_p": 1.0,
|
| 290 |
+
"use_bfloat16": false,
|
| 291 |
+
"vision_output_dim": 7680
|
| 292 |
+
}
|
| 293 |
+
}
|
quantization_config.json
ADDED
|
@@ -0,0 +1,67 @@
|
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|
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|
|
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|
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|
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|
|
|
|
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|
|
|
|
|
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|
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|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bits": 4,
|
| 3 |
+
"group_size": 128,
|
| 4 |
+
"sym": true,
|
| 5 |
+
"data_type": "int",
|
| 6 |
+
"enable_quanted_input": true,
|
| 7 |
+
"enable_minmax_tuning": true,
|
| 8 |
+
"seqlen": 512,
|
| 9 |
+
"batch_size": 1,
|
| 10 |
+
"scale_dtype": "torch.float16",
|
| 11 |
+
"lr": 0.001,
|
| 12 |
+
"minmax_lr": 0.001,
|
| 13 |
+
"gradient_accumulate_steps": 8,
|
| 14 |
+
"iters": 1000,
|
| 15 |
+
"amp": true,
|
| 16 |
+
"nsamples": 512,
|
| 17 |
+
"low_gpu_mem_usage": false,
|
| 18 |
+
"to_quant_block_names": [
|
| 19 |
+
[
|
| 20 |
+
"language_model.model.layers.0",
|
| 21 |
+
"language_model.model.layers.1",
|
| 22 |
+
"language_model.model.layers.2",
|
| 23 |
+
"language_model.model.layers.3",
|
| 24 |
+
"language_model.model.layers.4",
|
| 25 |
+
"language_model.model.layers.5",
|
| 26 |
+
"language_model.model.layers.6",
|
| 27 |
+
"language_model.model.layers.7",
|
| 28 |
+
"language_model.model.layers.8",
|
| 29 |
+
"language_model.model.layers.9",
|
| 30 |
+
"language_model.model.layers.10",
|
| 31 |
+
"language_model.model.layers.11",
|
| 32 |
+
"language_model.model.layers.12",
|
| 33 |
+
"language_model.model.layers.13",
|
| 34 |
+
"language_model.model.layers.14",
|
| 35 |
+
"language_model.model.layers.15",
|
| 36 |
+
"language_model.model.layers.16",
|
| 37 |
+
"language_model.model.layers.17",
|
| 38 |
+
"language_model.model.layers.18",
|
| 39 |
+
"language_model.model.layers.19",
|
| 40 |
+
"language_model.model.layers.20",
|
| 41 |
+
"language_model.model.layers.21",
|
| 42 |
+
"language_model.model.layers.22",
|
| 43 |
+
"language_model.model.layers.23",
|
| 44 |
+
"language_model.model.layers.24",
|
| 45 |
+
"language_model.model.layers.25",
|
| 46 |
+
"language_model.model.layers.26",
|
| 47 |
+
"language_model.model.layers.27",
|
| 48 |
+
"language_model.model.layers.28",
|
| 49 |
+
"language_model.model.layers.29",
|
| 50 |
+
"language_model.model.layers.30",
|
| 51 |
+
"language_model.model.layers.31",
|
| 52 |
+
"language_model.model.layers.32",
|
| 53 |
+
"language_model.model.layers.33",
|
| 54 |
+
"language_model.model.layers.34",
|
| 55 |
+
"language_model.model.layers.35",
|
| 56 |
+
"language_model.model.layers.36",
|
| 57 |
+
"language_model.model.layers.37",
|
| 58 |
+
"language_model.model.layers.38",
|
| 59 |
+
"language_model.model.layers.39"
|
| 60 |
+
]
|
| 61 |
+
],
|
| 62 |
+
"enable_norm_bias_tuning": false,
|
| 63 |
+
"dataset": "/dataset/vlm/vlm_eval_dataset.json",
|
| 64 |
+
"autoround_version": "0.4.0.dev",
|
| 65 |
+
"quant_method": "intel/auto-round",
|
| 66 |
+
"backend": "auto_round:gptq:exllamav2"
|
| 67 |
+
}
|