diff --git "a/config.json" "b/config.json" new file mode 100644--- /dev/null +++ "b/config.json" @@ -0,0 +1,6521 @@ +{ + "architectures": [ + "DeepseekV4ForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 0, + "compress_ratios": [ + 0, + 0, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 128, + 4, + 0 + ], + "compress_rope_theta": 160000.0, + "eos_token_id": 1, + "hc_eps": 1e-06, + "hc_mult": 4, + "hc_sinkhorn_iters": 20, + "head_dim": 512, + "hidden_act": "silu", + "hidden_size": 4096, + "index_head_dim": 128, + "index_n_heads": 64, + "index_topk": 512, + "initializer_range": 0.02, + "max_position_embeddings": 1048576, + "model_type": "deepseek_v4", + "moe_intermediate_size": 2048, + "n_routed_experts": 256, + "n_shared_experts": 1, + "norm_topk_prob": true, + "num_attention_heads": 64, + "num_experts_per_tok": 6, + "num_hash_layers": 3, + "num_hidden_layers": 43, + "num_key_value_heads": 1, + "num_nextn_predict_layers": 1, + "o_groups": 8, + "o_lora_rank": 1024, + "q_lora_rank": 1024, + "qk_rope_head_dim": 64, + "quantization": { + "group_size": 64, + "bits": 5, + "mode": "affine", + "model.layers.0.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.0.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.0.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.1.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.1.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.1.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.2.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.2.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.2.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.3.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.3.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.3.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.4.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.4.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.4.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.5.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.5.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.5.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.6.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.6.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.6.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.7.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.7.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.7.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.8.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.8.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.8.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.9.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.9.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.9.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.10.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.10.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.10.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.11.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.11.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.11.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.12.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.12.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.12.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.13.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.13.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.13.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.14.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.14.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.14.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.15.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.15.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.15.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.16.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.16.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.16.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.17.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.17.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.17.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.18.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.18.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.18.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.19.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.19.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.19.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.20.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.20.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.20.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.21.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.21.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.21.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.22.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.22.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.22.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.23.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.23.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.23.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.24.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.24.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.24.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.25.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.25.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.25.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.26.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.26.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.26.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.27.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.27.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.27.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.28.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.28.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.28.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.29.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.29.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.29.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.30.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.30.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.30.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.31.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.31.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.31.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.32.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.32.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.32.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.33.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.33.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.33.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.34.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.34.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.34.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.35.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.35.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.35.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.36.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.36.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.36.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.37.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.37.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.37.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.38.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.38.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.38.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.39.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.39.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.39.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.40.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.40.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.40.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.41.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.41.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.41.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.42.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.42.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.42.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.embed_tokens": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "lm_head": { + "group_size": 64, + "bits": 5, + "mode": "affine" + } + }, + "quantization_config": { + "group_size": 64, + "bits": 5, + "mode": "affine", + "model.layers.0.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.0.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.0.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.1.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.1.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.1.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.2.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.2.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.2.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.3.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.3.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.3.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.4.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.4.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.4.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.5.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.5.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.5.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.6.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.6.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.6.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.7.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.7.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.7.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.8.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.8.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.8.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.9.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.9.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.9.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.10.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.10.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.10.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.11.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.11.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.11.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.12.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.12.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.12.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.13.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.13.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.13.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.14.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.14.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.14.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.15.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.15.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.15.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.16.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.16.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.16.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.17.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.17.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.17.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.18.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.18.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.18.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.19.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.19.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.19.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.20.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.20.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.20.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.21.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.21.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.21.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.22.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.22.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.22.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.23.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.23.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.23.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.24.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.24.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.24.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.25.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.25.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.25.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.26.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.26.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.26.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.27.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.27.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.27.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.28.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.28.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.28.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.29.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.29.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.29.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.30.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.30.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.30.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.31.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.31.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.31.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.32.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.32.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.32.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.33.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.33.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.33.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.34.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.34.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.34.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.35.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.35.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.35.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.36.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.36.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.36.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.37.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.37.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.37.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.38.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.38.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.38.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.39.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.39.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.39.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.40.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.40.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.40.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.41.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.41.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.41.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.42.ffn.switch_mlp.gate_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.42.ffn.switch_mlp.up_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.layers.42.ffn.switch_mlp.down_proj": { + "group_size": 32, + "bits": 4, + "mode": "mxfp4" + }, + "model.embed_tokens": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.0.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.1.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.2.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.3.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.4.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.5.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.6.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.7.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.8.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.9.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.10.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.11.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.12.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.13.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.14.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.15.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.16.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.17.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.18.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.19.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.20.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.21.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.22.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.23.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.24.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.25.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.26.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.27.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.28.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.29.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.30.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.31.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.32.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.33.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.34.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.35.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.36.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.37.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.38.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.39.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.40.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.41.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.wq_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.wo_a": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.wo_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.indexer.wq_b": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.indexer.weights_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.indexer.compressor.wkv": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.attn.indexer.compressor.wgate": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.ffn.shared_experts.gate_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.ffn.shared_experts.up_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "model.layers.42.ffn.shared_experts.down_proj": { + "group_size": 64, + "bits": 5, + "mode": "affine" + }, + "lm_head": { + "group_size": 64, + "bits": 5, + "mode": "affine" + } + }, + "rms_norm_eps": 1e-06, + "rope_scaling": { + "beta_fast": 32, + "beta_slow": 1, + "factor": 16, + "original_max_position_embeddings": 65536, + "type": "yarn" + }, + "rope_theta": 10000.0, + "routed_scaling_factor": 1.5, + "scoring_func": "sqrtsoftplus", + "sliding_window": 128, + "swiglu_limit": 10.0, + "tie_word_embeddings": false, + "topk_method": "noaux_tc", + "torch_dtype": "bfloat16", + "transformers_version": "4.57.1", + "use_cache": true, + "vocab_size": 129280 +} \ No newline at end of file