diff --git "a/config.json" "b/config.json"
--- "a/config.json"
+++ "b/config.json"
@@ -26,10758 +26,10760 @@
   "use_sliding_window": false,
   "vocab_size": 152064,
   "quantization_config": {
-    "model.layers.0.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.0.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.0.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.0.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.0.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.0.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.0.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.1.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.1.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.1.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.1.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.1.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.1.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.1.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.10.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.10.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.10.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.10.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.10.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.10.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.10.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.11.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.11.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.11.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.11.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.11.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.11.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.11.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.12.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.12.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.12.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.12.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.12.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.12.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.12.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.13.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.13.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.13.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.13.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.13.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.13.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.13.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.14.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.14.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.14.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.14.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.14.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.14.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.14.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.15.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.15.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.15.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.15.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.15.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.15.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.15.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.16.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.16.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.16.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.16.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.16.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.16.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.16.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.17.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.17.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.17.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.17.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.17.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.17.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.17.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.18.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.18.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.18.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.18.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.18.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.18.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.18.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.19.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.19.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.19.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.19.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.19.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.19.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.19.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.2.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.2.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.2.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.2.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.2.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.2.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.2.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.20.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.20.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.20.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.20.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.20.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.20.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.20.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.21.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.21.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.21.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.21.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.21.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.21.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.21.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.22.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.22.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.22.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.22.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.22.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.22.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.22.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.23.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.23.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.23.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.23.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.23.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.23.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.23.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.24.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.24.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.24.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.24.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.24.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.24.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.24.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.25.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.25.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.25.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.25.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.25.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.25.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.25.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.26.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.26.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.26.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.26.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.26.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.26.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.26.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.27.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.27.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.27.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.27.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.27.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.27.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.27.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.28.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.28.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.28.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.28.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.28.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.28.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.28.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.29.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.29.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.29.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.29.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.29.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.29.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.29.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.3.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.3.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.3.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.3.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.3.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.3.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.3.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.30.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.30.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.30.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.30.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.30.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.30.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.30.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.31.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.31.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.31.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.31.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.31.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.31.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.31.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.32.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.32.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.32.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.32.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.32.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.32.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.32.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.33.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.33.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.33.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.33.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.33.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.33.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.33.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.34.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.34.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.34.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.34.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.34.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.34.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.34.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.35.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.35.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.35.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.35.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.35.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.35.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.35.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.36.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.36.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.36.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.36.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.36.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.36.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.36.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.37.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.37.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.37.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.37.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.37.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.37.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.37.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.38.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.38.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.38.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.38.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.38.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.38.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.38.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.39.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.39.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.39.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.39.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.39.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.39.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.39.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.4.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.4.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.4.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.4.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.4.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.4.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.4.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.40.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.40.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.40.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.40.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.40.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.40.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.40.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.41.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.41.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.41.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.41.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.41.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.41.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.41.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.42.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.42.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.42.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.42.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.42.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.42.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.42.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.43.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.43.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.43.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.43.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.43.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.43.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.43.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.44.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.44.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.44.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.44.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.44.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.44.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.44.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.45.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.45.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.45.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.45.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.45.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.45.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.45.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.46.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.46.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.46.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.46.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.46.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.46.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.46.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.47.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.47.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.47.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.47.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.47.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.47.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.47.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.48.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.48.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.48.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.48.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.48.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.48.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.48.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.49.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.49.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.49.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.49.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.49.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.49.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.49.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.5.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.5.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.5.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.5.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.5.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.5.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.5.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.50.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.50.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.50.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.50.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.50.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.50.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.50.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.51.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.51.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.51.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.51.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.51.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.51.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.51.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.52.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.52.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.52.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.52.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.52.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.52.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.52.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.53.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.53.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.53.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.53.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.53.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.53.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.53.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.54.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.54.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.54.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.54.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.54.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.54.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.54.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.55.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.55.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.55.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.55.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.55.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.55.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.55.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.56.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.56.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.56.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.56.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.56.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.56.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.56.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.57.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.57.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.57.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.57.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.57.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.57.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.57.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.58.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.58.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.58.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.58.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.58.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.58.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.58.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.59.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.59.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.59.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.59.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.59.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.59.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.59.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.6.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.6.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.6.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.6.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.6.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.6.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.6.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.60.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.60.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.60.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.60.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.60.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.60.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.60.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.61.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.61.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.61.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.61.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.61.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.61.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.61.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.62.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.62.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.62.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.62.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.62.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.62.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.62.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.63.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.63.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.63.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.63.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.63.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.63.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.63.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.7.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.7.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.7.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.7.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.7.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.7.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.7.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.8.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.8.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.8.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.8.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.8.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.8.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.8.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.9.mlp.down_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 27648,
-      "in_features": 27648,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.9.mlp.gate_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.9.mlp.up_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 27648,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.9.self_attn.k_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.9.self_attn.o_proj": {
-      "bias": null,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.9.self_attn.q_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 5120,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "model.layers.9.self_attn.v_proj": {
-      "bias": true,
-      "enable_norm": true,
-      "enable_perm": true,
-      "group_num": 1,
-      "group_size": 5120,
-      "in_features": 5120,
-      "indices_as_float": false,
-      "is_indice_packed": true,
-      "num_centroids": [
-        -1,
-        256
-      ],
-      "num_res_centroids": [
-        -1,
-        256
-      ],
-      "out_features": 1024,
-      "outlier_size": 0,
-      "vector_lens": [
-        -1,
-        8
-      ]
-    },
-    "quant_method": "vptq"
+    "quant_method": "vptq",
+    "config_for_layers": {
+      "model.layers.0.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.0.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.0.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.0.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.0.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.0.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.0.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.1.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.1.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.1.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.1.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.1.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.1.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.1.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.10.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.10.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.10.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.10.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.10.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.10.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.10.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.11.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.11.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.11.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.11.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.11.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.11.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.11.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.12.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.12.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.12.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.12.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.12.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.12.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.12.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.13.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.13.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.13.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.13.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.13.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.13.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.13.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.14.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.14.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.14.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.14.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.14.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.14.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.14.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.15.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.15.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.15.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.15.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.15.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.15.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.15.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.16.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.16.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.16.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.16.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.16.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.16.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.16.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.17.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.17.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.17.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.17.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.17.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.17.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.17.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.18.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.18.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.18.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.18.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.18.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.18.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.18.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.19.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.19.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.19.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.19.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.19.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.19.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.19.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.2.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.2.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.2.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.2.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.2.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.2.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.2.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.20.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.20.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.20.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.20.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.20.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.20.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.20.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.21.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.21.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.21.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.21.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.21.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.21.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.21.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.22.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.22.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.22.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.22.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.22.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.22.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.22.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.23.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.23.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.23.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.23.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.23.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.23.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.23.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.24.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.24.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.24.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.24.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.24.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.24.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.24.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.25.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.25.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.25.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.25.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.25.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.25.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.25.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.26.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.26.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.26.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.26.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.26.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.26.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.26.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.27.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.27.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.27.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.27.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.27.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.27.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.27.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.28.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.28.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.28.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.28.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.28.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.28.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.28.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.29.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.29.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.29.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.29.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.29.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.29.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.29.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.3.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.3.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.3.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.3.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.3.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.3.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.3.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.30.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.30.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.30.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.30.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.30.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.30.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.30.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.31.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.31.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.31.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.31.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.31.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.31.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.31.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.32.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.32.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.32.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.32.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.32.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.32.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.32.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.33.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.33.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.33.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.33.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.33.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.33.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.33.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.34.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.34.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.34.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.34.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.34.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.34.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.34.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.35.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.35.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.35.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.35.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.35.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.35.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.35.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.36.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.36.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.36.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.36.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.36.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.36.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.36.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.37.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.37.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.37.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.37.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.37.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.37.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.37.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.38.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.38.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.38.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.38.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.38.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.38.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.38.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.39.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.39.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.39.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.39.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.39.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.39.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.39.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.4.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.4.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.4.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.4.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.4.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.4.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.4.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.40.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.40.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.40.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.40.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.40.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.40.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.40.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.41.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.41.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.41.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.41.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.41.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.41.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.41.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.42.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.42.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.42.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.42.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.42.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.42.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.42.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.43.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.43.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.43.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.43.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.43.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.43.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.43.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.44.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.44.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.44.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.44.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.44.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.44.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.44.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.45.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.45.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.45.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.45.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.45.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.45.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.45.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.46.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.46.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.46.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.46.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.46.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.46.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.46.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.47.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.47.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.47.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.47.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.47.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.47.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.47.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.48.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.48.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.48.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.48.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.48.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.48.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.48.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.49.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.49.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.49.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.49.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.49.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.49.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.49.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.5.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.5.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.5.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.5.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.5.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.5.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.5.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.50.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.50.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.50.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.50.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.50.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.50.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.50.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.51.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.51.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.51.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.51.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.51.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.51.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.51.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.52.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.52.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.52.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.52.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.52.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.52.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.52.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.53.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.53.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.53.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.53.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.53.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.53.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.53.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.54.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.54.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.54.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.54.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.54.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.54.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.54.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.55.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.55.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.55.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.55.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.55.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.55.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.55.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.56.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.56.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.56.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.56.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.56.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.56.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.56.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.57.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.57.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.57.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.57.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.57.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.57.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.57.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.58.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.58.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.58.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.58.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.58.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.58.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.58.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.59.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.59.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.59.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.59.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.59.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.59.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.59.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.6.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.6.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.6.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.6.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.6.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.6.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.6.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.60.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.60.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.60.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.60.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.60.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.60.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.60.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.61.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.61.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.61.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.61.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.61.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.61.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.61.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.62.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.62.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.62.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.62.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.62.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.62.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.62.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.63.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.63.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.63.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.63.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.63.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.63.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.63.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.7.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.7.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.7.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.7.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.7.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.7.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.7.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.8.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.8.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.8.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.8.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.8.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.8.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.8.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.9.mlp.down_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 27648,
+        "in_features": 27648,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.9.mlp.gate_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.9.mlp.up_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 27648,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.9.self_attn.k_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.9.self_attn.o_proj": {
+        "bias": null,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.9.self_attn.q_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 5120,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      },
+      "model.layers.9.self_attn.v_proj": {
+        "bias": true,
+        "enable_norm": true,
+        "enable_perm": true,
+        "group_num": 1,
+        "group_size": 5120,
+        "in_features": 5120,
+        "indices_as_float": false,
+        "is_indice_packed": true,
+        "num_centroids": [
+          -1,
+          256
+        ],
+        "num_res_centroids": [
+          -1,
+          256
+        ],
+        "out_features": 1024,
+        "outlier_size": 0,
+        "vector_lens": [
+          -1,
+          8
+        ]
+      }
+    }
   }
 }
\ No newline at end of file