{ "architectures": [ "FlintForCausalLM" ], "model_type": "flint", "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 150000, "decoder_sparse_step": 1, "eos_token_id": [ 150001, 150003, 150005, 150018 ], "head_dim": 128, "hidden_act": "silu", "hidden_size": 2048, "initializer_range": 0.02, "intermediate_size": 6144, "layer_types": [ "full_attention", "full_attention", "sliding_attention", "sliding_attention", "sliding_attention", "full_attention", "sliding_attention", "sliding_attention", "sliding_attention", "full_attention", "sliding_attention", "sliding_attention", "sliding_attention", "full_attention", "sliding_attention", "sliding_attention", "sliding_attention", "full_attention", "sliding_attention", "sliding_attention", "sliding_attention", "full_attention", "sliding_attention", "sliding_attention", "sliding_attention", "full_attention", "sliding_attention", "sliding_attention", "sliding_attention", "full_attention", "sliding_attention", "sliding_attention", "sliding_attention", "full_attention", "sliding_attention", "sliding_attention", "sliding_attention", "full_attention", "sliding_attention", "sliding_attention", "sliding_attention", "full_attention", "sliding_attention", "sliding_attention", "sliding_attention", "full_attention", "sliding_attention", "sliding_attention", "full_attention" ], "max_position_embeddings": 262144, "mlp_only_layers": [ 0, 1 ], "moe_intermediate_size": 512, "norm_topk_prob": true, "num_attention_heads": 32, "num_experts": 256, "num_experts_per_tok": 6, "num_hidden_layers": 49, "num_key_value_heads": 4, "no_rope_layer_indices": [ 0, 1, 5, 9, 13, 17, 21, 25, 29, 33, 37, 41, 45, 48 ], "output_router_logits": false, "pad_token_id": 150001, "rms_norm_eps": 1e-06, "rope_theta": 10000.0, "router_aux_loss_coef": 0.0005, "router_score_function": "sigmoid", "shared_expert_intermediate_size": 1024, "sliding_window": 513, "softmax_type": "learnable", "tie_word_embeddings": false, "torch_dtype": "bfloat16", "use_cache": true, "use_sliding_window": true, "vocab_size": 150144, "transformers_version": "5.12.1", "quantization": { "group_size": 64, "bits": 4, "mode": "affine", "language_model.model.layers.5.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.12.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.12.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.23.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.12.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.13.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.13.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.13.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.14.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.14.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.14.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.15.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.15.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.15.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.16.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.16.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.24.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.24.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.24.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.25.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.25.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.25.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.26.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.26.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.26.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.27.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.27.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.27.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.27.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.27.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.3.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.3.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.3.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.30.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.30.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.30.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.31.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.31.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.31.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.32.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.32.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.32.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.33.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.33.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.33.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.34.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.34.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.34.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.35.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.35.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.35.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.36.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.36.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.36.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.37.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.37.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.37.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.38.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.38.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.38.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.39.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.39.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.39.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.4.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.4.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.4.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.40.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.40.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.40.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.41.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.41.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.41.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.42.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.42.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.42.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.43.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.43.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.43.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.44.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.44.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.44.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.45.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.45.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.45.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.46.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.46.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.46.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.47.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.47.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.47.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.48.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.48.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.48.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.5.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.5.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.5.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.6.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.6.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.6.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.6.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.6.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.6.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.7.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.7.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.7.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.8.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.8.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.8.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.9.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.9.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.9.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.embed_tokens": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.16.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.17.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.17.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.27.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.28.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.28.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.28.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.28.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.28.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.28.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.29.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.29.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.29.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.7.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.7.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.7.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.8.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.8.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.8.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.lm_head": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.mlp.down_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.mlp.gate_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.mlp.up_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.mlp.down_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.mlp.gate_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.mlp.up_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.10.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.10.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.10.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.10.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.10.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.10.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.10.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.11.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.11.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.11.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.11.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.11.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.11.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.11.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.12.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.12.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.12.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.12.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.13.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.13.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.13.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.13.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.14.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.14.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.14.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.14.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.15.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.15.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.15.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.15.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.16.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.16.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.16.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.16.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.17.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.17.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.17.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.17.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.17.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.18.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.18.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.18.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.18.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.18.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.18.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.18.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.19.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.19.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.19.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.19.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.19.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.19.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.19.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.2.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.2.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.2.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.2.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.2.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.2.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.2.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.20.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.20.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.20.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.20.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.20.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.20.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.20.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.21.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.21.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.21.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.21.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.21.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.21.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.21.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.22.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.22.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.22.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.22.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.22.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.22.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.22.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.23.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.23.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.23.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.23.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.23.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.23.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.24.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.24.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.24.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.24.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.25.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.25.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.25.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.25.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.26.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.26.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.26.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.26.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.27.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.28.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.29.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.29.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.29.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.29.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.3.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.3.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.3.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.3.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.30.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.30.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.30.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.30.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.31.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.31.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.31.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.31.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.32.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.32.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.32.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.32.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.33.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.33.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.33.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.33.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.34.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.34.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.34.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.34.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.35.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.35.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.35.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.35.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.36.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.36.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.36.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.36.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.37.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.37.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.37.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.37.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.38.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.38.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.38.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.38.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.39.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.39.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.39.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.39.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.4.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.4.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.4.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.4.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.40.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.40.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.40.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.40.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.41.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.41.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.41.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.41.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.42.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.42.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.42.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.42.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.43.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.43.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.43.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.43.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.44.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.44.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.44.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.44.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.45.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.45.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.45.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.45.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.46.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.46.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.46.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.46.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.47.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.47.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.47.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.47.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.48.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.48.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.48.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.48.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.5.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.5.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.5.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.6.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.7.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.8.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.9.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.9.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.9.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.9.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" } }, "quantization_config": { "group_size": 64, "bits": 4, "mode": "affine", "language_model.model.layers.5.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.12.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.12.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.23.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.12.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.13.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.13.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.13.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.14.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.14.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.14.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.15.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.15.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.15.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.16.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.16.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.24.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.24.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.24.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.25.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.25.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.25.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.26.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.26.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.26.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.27.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.27.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.27.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.27.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.27.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.3.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.3.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.3.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.30.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.30.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.30.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.31.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.31.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.31.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.32.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.32.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.32.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.33.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.33.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.33.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.34.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.34.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.34.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.35.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.35.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.35.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.36.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.36.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.36.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.37.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.37.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.37.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.38.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.38.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.38.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.39.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.39.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.39.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.4.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.4.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.4.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.40.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.40.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.40.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.41.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.41.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.41.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.42.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.42.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.42.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.43.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.43.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.43.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.44.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.44.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.44.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.45.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.45.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.45.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.46.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.46.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.46.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.47.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.47.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.47.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.48.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.48.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.48.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.5.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.5.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.5.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.6.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.6.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.6.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.6.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.6.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.6.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.7.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.7.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.7.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.8.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.8.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.8.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.9.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.9.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.9.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.embed_tokens": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.16.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.17.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.17.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.27.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.28.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.28.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.28.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.28.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.28.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.28.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.29.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.29.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.29.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.7.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.7.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.7.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.8.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.8.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.8.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.lm_head": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.mlp.down_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.mlp.gate_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.mlp.up_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.0.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.mlp.down_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.mlp.gate_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.mlp.up_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.1.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.10.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.10.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.10.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.10.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.10.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.10.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.10.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.11.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.11.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.11.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.11.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.11.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.11.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.11.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.12.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.12.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.12.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.12.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.13.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.13.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.13.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.13.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.14.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.14.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.14.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.14.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.15.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.15.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.15.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.15.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.16.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.16.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.16.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.16.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.17.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.17.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.17.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.17.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.17.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.18.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.18.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.18.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.18.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.18.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.18.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.18.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.19.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.19.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.19.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.19.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.19.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.19.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.19.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.2.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.2.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.2.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.2.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.2.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.2.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.2.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.20.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.20.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.20.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.20.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.20.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.20.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.20.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.21.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.21.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.21.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.21.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.21.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.21.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.21.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.22.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.22.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.22.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.22.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.22.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.22.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.22.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.23.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.23.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.23.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.23.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.23.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.23.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.24.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.24.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.24.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.24.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.25.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.25.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.25.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.25.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.26.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.26.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.26.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.26.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.27.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.28.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.29.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.29.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.29.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.29.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.3.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.3.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.3.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.3.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.30.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.30.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.30.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.30.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.31.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.31.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.31.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.31.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.32.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.32.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.32.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.32.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.33.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.33.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.33.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.33.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.34.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.34.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.34.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.34.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.35.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.35.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.35.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.35.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.36.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.36.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.36.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.36.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.37.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.37.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.37.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.37.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.38.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.38.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.38.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.38.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.39.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.39.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.39.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.39.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.4.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.4.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.4.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.4.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.40.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.40.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.40.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.40.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.41.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.41.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.41.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.41.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.42.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.42.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.42.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.42.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.43.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.43.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.43.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.43.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.44.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.44.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.44.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.44.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.45.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.45.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.45.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.45.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.46.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.46.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.46.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.46.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.47.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.47.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.47.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.47.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.48.mlp.shared_expert.down_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.48.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.48.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.48.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.5.mlp.shared_expert.gate_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.5.mlp.shared_expert.up_proj": { "bits": 8, "group_size": 128, "mode": "affine" }, "language_model.model.layers.5.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.6.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.7.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.8.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.9.self_attn.k_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.9.self_attn.o_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.9.self_attn.q_proj": { "bits": 8, "group_size": 64, "mode": "affine" }, "language_model.model.layers.9.self_attn.v_proj": { "bits": 8, "group_size": 64, "mode": "affine" } } }