| { |
| "architectures": [ |
| "DeepseekV2ForCausalLM" |
| ], |
| "attention_bias": false, |
| "attention_dropout": 0.0, |
| "auto_map": { |
| "AutoConfig": "configuration_deepseek.DeepseekV2Config", |
| "AutoModel": "modeling_deepseek.DeepseekV2Model", |
| "AutoModelForCausalLM": "modeling_deepseek.DeepseekV2ForCausalLM" |
| }, |
| "aux_loss_alpha": 0.001, |
| "bos_token_id": 100000, |
| "eos_token_id": 100001, |
| "first_k_dense_replace": 1, |
| "hidden_act": "silu", |
| "hidden_size": 2048, |
| "initializer_range": 0.02, |
| "intermediate_size": 10944, |
| "kv_lora_rank": 512, |
| "max_position_embeddings": 163840, |
| "model_type": "deepseek_v2", |
| "moe_intermediate_size": 1408, |
| "moe_layer_freq": 1, |
| "n_group": 1, |
| "n_routed_experts": 64, |
| "n_shared_experts": 2, |
| "norm_topk_prob": false, |
| "num_attention_heads": 16, |
| "num_experts_per_tok": 6, |
| "num_hidden_layers": 27, |
| "num_key_value_heads": 16, |
| "pretraining_tp": 1, |
| "q_lora_rank": null, |
| "qk_nope_head_dim": 128, |
| "qk_rope_head_dim": 64, |
| "rms_norm_eps": 1e-06, |
| "rope_scaling": { |
| "beta_fast": 32, |
| "beta_slow": 1, |
| "factor": 40, |
| "mscale": 0.707, |
| "mscale_all_dim": 0.707, |
| "original_max_position_embeddings": 4096, |
| "type": "yarn" |
| }, |
| "rope_theta": 10000, |
| "routed_scaling_factor": 1.0, |
| "scoring_func": "softmax", |
| "seq_aux": true, |
| "tie_word_embeddings": false, |
| "topk_group": 1, |
| "topk_method": "greedy", |
| "torch_dtype": "bfloat16", |
| "transformers_version": "4.39.3", |
| "use_cache": true, |
| "v_head_dim": 128, |
| "vocab_size": 102400, |
| "quantization": { |
| "group_size": 64, |
| "bits": 4, |
| "mode": "affine", |
| "model.embed_tokens": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "lm_head": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.0.self_attn.q_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.0.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.0.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.0.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.0.mlp.down_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.self_attn.q_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.self_attn.q_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.self_attn.q_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.20.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.20.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.20.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.21.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.21.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.21.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.22.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.22.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.22.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.23.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.23.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.23.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.24.self_attn.kv_a_proj_with_mqa": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.24.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.24.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.24.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.25.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.25.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.25.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.26.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.26.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.26.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| } |
| }, |
| "quantization_config": { |
| "group_size": 64, |
| "bits": 4, |
| "mode": "affine", |
| "model.embed_tokens": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "lm_head": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.0.self_attn.q_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.0.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.0.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.0.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.0.mlp.down_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.self_attn.q_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.1.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.self_attn.q_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.2.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.self_attn.q_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.3.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.4.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.5.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.6.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.7.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.8.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.9.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.10.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.11.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.12.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.13.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.14.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.15.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.16.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.17.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.18.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.self_attn.kv_a_proj_with_mqa": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.self_attn.kv_b_proj": { |
| "bits": 6, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.self_attn.o_proj": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.19.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.20.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.20.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.20.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.21.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.21.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.21.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.22.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.22.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.22.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.23.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.23.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.23.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.24.self_attn.kv_a_proj_with_mqa": { |
| "bits": 5, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.24.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.24.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.24.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.25.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.25.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.25.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.26.mlp.shared_experts.gate_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.26.mlp.shared_experts.up_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| }, |
| "model.layers.26.mlp.shared_experts.down_proj": { |
| "bits": 8, |
| "group_size": 64, |
| "mode": "affine" |
| } |
| } |
| } |
