diff --git "a/config.json" "b/config.json"
new file mode 100644--- /dev/null
+++ "b/config.json"
@@ -0,0 +1,13470 @@
+{
+  "_name_or_path": "Qwen/Qwen2.5-72B-Instruct",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "eos_token_id": 151645,
+  "hidden_act": "silu",
+  "hidden_size": 8192,
+  "initializer_range": 0.02,
+  "intermediate_size": 29568,
+  "max_position_embeddings": 32768,
+  "max_window_layers": 70,
+  "model_type": "qwen2",
+  "num_attention_heads": 64,
+  "num_hidden_layers": 80,
+  "num_key_value_heads": 8,
+  "quant_config": {
+    "model.layers.0.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.64.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.64.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.64.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.64.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.64.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.64.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.64.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.65.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.65.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.65.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.65.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.65.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.65.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.65.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.66.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.66.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.66.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.66.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.66.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.66.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.66.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.67.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.67.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.67.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.67.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.67.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.67.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.67.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.68.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.68.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.68.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.68.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.68.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.68.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.68.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.69.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.69.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.69.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.69.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.69.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.69.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.69.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.70.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.70.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.70.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.70.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.70.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.70.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.70.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.71.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.71.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.71.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.71.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.71.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.71.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.71.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.72.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.72.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.72.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.72.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.72.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.72.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.72.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.73.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.73.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.73.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.73.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.73.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.73.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.73.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.74.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.74.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.74.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.74.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.74.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.74.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.74.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.75.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.75.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.75.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.75.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.75.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.75.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.75.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.76.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.76.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.76.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.76.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.76.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.76.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.76.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.77.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.77.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.77.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.77.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.77.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.77.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.77.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.78.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.78.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.78.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.78.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.78.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.78.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.78.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.79.mlp.down_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.79.mlp.gate_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.79.mlp.up_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.79.self_attn.k_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.79.self_attn.o_proj": {
+      "bias": null,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.79.self_attn.q_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    },
+    "model.layers.79.self_attn.v_proj": {
+      "bias": true,
+      "enable_norm": true,
+      "enable_perm": true,
+      "group_num": 1,
+      "group_size": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 29568,
+      "in_features": 29568,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 29568,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 8192,
+      "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": 8192,
+      "in_features": 8192,
+      "indices_as_float": false,
+      "is_indice_packed": true,
+      "num_centroids": [
+        -1,
+        512
+      ],
+      "num_res_centroids": [
+        -1,
+        512
+      ],
+      "out_features": 1024,
+      "outlier_size": 0,
+      "vector_lens": [
+        -1,
+        8
+      ]
+    }
+  },
+  "rms_norm_eps": 1e-06,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.45.1",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 152064
+}