{
  "architectures": [
    "DeepseekV4ForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "bos_token_id": 0,
  "eos_token_id": [
    1,
    128803
  ],
  "expert_dtype": "fp4",
  "hc_eps": 1e-06,
  "hc_mult": 4,
  "hc_sinkhorn_iters": 20,
  "head_dim": 512,
  "hidden_act": "silu",
  "hidden_size": 4096,
  "index_head_dim": 128,
  "index_n_heads": 64,
  "index_topk": 512,
  "initializer_range": 0.02,
  "max_position_embeddings": 1048576,
  "model_type": "deepseek_v4",
  "moe_intermediate_size": 2048,
  "n_routed_experts": 256,
  "n_shared_experts": 1,
  "norm_topk_prob": true,
  "num_attention_heads": 64,
  "num_experts_per_tok": 6,
  "num_hidden_layers": 43,
  "num_hash_layers": 3,
  "num_key_value_heads": 1,
  "num_nextn_predict_layers": 0,
  "o_groups": 8,
  "o_lora_rank": 1024,
  "q_lora_rank": 1024,
  "qk_rope_head_dim": 64,
  "rms_norm_eps": 1e-06,
  "rope_theta": 10000,
  "routed_scaling_factor": 1.5,
  "scoring_func": "sqrtsoftplus",
  "sliding_window": 128,
  "swiglu_limit": 10.0,
  "tie_word_embeddings": false,
  "topk_method": "noaux_tc",
  "torch_dtype": "bfloat16",
  "transformers_version": "4.57.1",
  "use_cache": true,
  "vocab_size": 129280,
  "compress_rope_theta": 160000,
  "compress_ratios": [
    0,
    0,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    128,
    4,
    0
  ],
  "rope_parameters": {
    "beta_fast": 32.0,
    "beta_slow": 1.0,
    "factor": 16.0,
    "original_max_position_embeddings": 65536,
    "rope_type": "yarn",
    "rope_theta": 10000.0
  },
  "quantization": {
    "bits": 8,
    "group_size": 32,
    "mode": "affine",
    "routed_expert_bits": 2,
    "routed_expert_bit_plan": {
      "codec": "mxtq",
      "target": "q3.4",
      "effective_bits": 3.3953,
      "bits_used": [
        2,
        4
      ],
      "group_count": 129,
      "bit_counts": {
        "2": 39,
        "4": 90
      },
      "assignment": {
        "layer_0.down_proj": 4,
        "layer_0.gate_proj": 4,
        "layer_0.up_proj": 4,
        "layer_1.down_proj": 4,
        "layer_1.gate_proj": 4,
        "layer_1.up_proj": 4,
        "layer_2.down_proj": 4,
        "layer_2.gate_proj": 4,
        "layer_2.up_proj": 4,
        "layer_3.down_proj": 4,
        "layer_3.gate_proj": 2,
        "layer_3.up_proj": 2,
        "layer_4.down_proj": 4,
        "layer_4.gate_proj": 2,
        "layer_4.up_proj": 2,
        "layer_5.down_proj": 4,
        "layer_5.gate_proj": 2,
        "layer_5.up_proj": 2,
        "layer_6.down_proj": 4,
        "layer_6.gate_proj": 2,
        "layer_6.up_proj": 2,
        "layer_7.down_proj": 4,
        "layer_7.gate_proj": 2,
        "layer_7.up_proj": 2,
        "layer_8.down_proj": 4,
        "layer_8.gate_proj": 2,
        "layer_8.up_proj": 2,
        "layer_9.down_proj": 4,
        "layer_9.gate_proj": 2,
        "layer_9.up_proj": 2,
        "layer_10.down_proj": 4,
        "layer_10.gate_proj": 2,
        "layer_10.up_proj": 2,
        "layer_11.down_proj": 4,
        "layer_11.gate_proj": 2,
        "layer_11.up_proj": 2,
        "layer_12.down_proj": 4,
        "layer_12.gate_proj": 2,
        "layer_12.up_proj": 2,
        "layer_13.down_proj": 4,
        "layer_13.gate_proj": 2,
        "layer_13.up_proj": 2,
        "layer_14.down_proj": 4,
        "layer_14.gate_proj": 2,
        "layer_14.up_proj": 2,
        "layer_15.down_proj": 4,
        "layer_15.gate_proj": 2,
        "layer_15.up_proj": 2,
        "layer_16.down_proj": 4,
        "layer_16.gate_proj": 2,
        "layer_16.up_proj": 2,
        "layer_17.down_proj": 4,
        "layer_17.gate_proj": 2,
        "layer_17.up_proj": 2,
        "layer_18.down_proj": 4,
        "layer_18.gate_proj": 2,
        "layer_18.up_proj": 2,
        "layer_19.down_proj": 4,
        "layer_19.gate_proj": 2,
        "layer_19.up_proj": 2,
        "layer_20.down_proj": 4,
        "layer_20.gate_proj": 2,
        "layer_20.up_proj": 2,
        "layer_21.down_proj": 4,
        "layer_21.gate_proj": 2,
        "layer_21.up_proj": 2,
        "layer_22.down_proj": 4,
        "layer_22.gate_proj": 4,
        "layer_22.up_proj": 2,
        "layer_23.down_proj": 4,
        "layer_23.gate_proj": 4,
        "layer_23.up_proj": 4,
        "layer_24.down_proj": 4,
        "layer_24.gate_proj": 4,
        "layer_24.up_proj": 4,
        "layer_25.down_proj": 4,
        "layer_25.gate_proj": 4,
        "layer_25.up_proj": 4,
        "layer_26.down_proj": 4,
        "layer_26.gate_proj": 4,
        "layer_26.up_proj": 4,
        "layer_27.down_proj": 4,
        "layer_27.gate_proj": 4,
        "layer_27.up_proj": 4,
        "layer_28.down_proj": 4,
        "layer_28.gate_proj": 4,
        "layer_28.up_proj": 4,
        "layer_29.down_proj": 4,
        "layer_29.gate_proj": 4,
        "layer_29.up_proj": 4,
        "layer_30.down_proj": 4,
        "layer_30.gate_proj": 4,
        "layer_30.up_proj": 4,
        "layer_31.down_proj": 4,
        "layer_31.gate_proj": 4,
        "layer_31.up_proj": 4,
        "layer_32.down_proj": 4,
        "layer_32.gate_proj": 4,
        "layer_32.up_proj": 4,
        "layer_33.down_proj": 4,
        "layer_33.gate_proj": 4,
        "layer_33.up_proj": 4,
        "layer_34.down_proj": 4,
        "layer_34.gate_proj": 4,
        "layer_34.up_proj": 4,
        "layer_35.down_proj": 4,
        "layer_35.gate_proj": 4,
        "layer_35.up_proj": 4,
        "layer_36.down_proj": 4,
        "layer_36.gate_proj": 4,
        "layer_36.up_proj": 4,
        "layer_37.down_proj": 4,
        "layer_37.gate_proj": 4,
        "layer_37.up_proj": 4,
        "layer_38.down_proj": 4,
        "layer_38.gate_proj": 4,
        "layer_38.up_proj": 4,
        "layer_39.down_proj": 4,
        "layer_39.gate_proj": 4,
        "layer_39.up_proj": 4,
        "layer_40.down_proj": 4,
        "layer_40.gate_proj": 4,
        "layer_40.up_proj": 4,
        "layer_41.down_proj": 4,
        "layer_41.gate_proj": 4,
        "layer_41.up_proj": 4,
        "layer_42.down_proj": 4,
        "layer_42.gate_proj": 4,
        "layer_42.up_proj": 4
      },
      "assignment_unit": "layer.projection, shared across all 256 routed experts"
    },
    "mxtq_bits": {
      "routed_expert": 2,
      "attention": 8,
      "shared_expert": 8,
      "compressor": 8,
      "indexer": 8,
      "embed_tokens": 8,
      "lm_head": 8,
      "norms_router_hc": 16
    }
  },
  "weight_format": "mxtq",
  "routed_expert_bits": 2,
  "routed_expert_bit_plan": {
    "codec": "mxtq",
    "target": "q3.4",
    "effective_bits": 3.3953,
    "bits_used": [
      2,
      4
    ],
    "group_count": 129,
    "bit_counts": {
      "2": 39,
      "4": 90
    },
    "assignment": {
      "layer_0.down_proj": 4,
      "layer_0.gate_proj": 4,
      "layer_0.up_proj": 4,
      "layer_1.down_proj": 4,
      "layer_1.gate_proj": 4,
      "layer_1.up_proj": 4,
      "layer_2.down_proj": 4,
      "layer_2.gate_proj": 4,
      "layer_2.up_proj": 4,
      "layer_3.down_proj": 4,
      "layer_3.gate_proj": 2,
      "layer_3.up_proj": 2,
      "layer_4.down_proj": 4,
      "layer_4.gate_proj": 2,
      "layer_4.up_proj": 2,
      "layer_5.down_proj": 4,
      "layer_5.gate_proj": 2,
      "layer_5.up_proj": 2,
      "layer_6.down_proj": 4,
      "layer_6.gate_proj": 2,
      "layer_6.up_proj": 2,
      "layer_7.down_proj": 4,
      "layer_7.gate_proj": 2,
      "layer_7.up_proj": 2,
      "layer_8.down_proj": 4,
      "layer_8.gate_proj": 2,
      "layer_8.up_proj": 2,
      "layer_9.down_proj": 4,
      "layer_9.gate_proj": 2,
      "layer_9.up_proj": 2,
      "layer_10.down_proj": 4,
      "layer_10.gate_proj": 2,
      "layer_10.up_proj": 2,
      "layer_11.down_proj": 4,
      "layer_11.gate_proj": 2,
      "layer_11.up_proj": 2,
      "layer_12.down_proj": 4,
      "layer_12.gate_proj": 2,
      "layer_12.up_proj": 2,
      "layer_13.down_proj": 4,
      "layer_13.gate_proj": 2,
      "layer_13.up_proj": 2,
      "layer_14.down_proj": 4,
      "layer_14.gate_proj": 2,
      "layer_14.up_proj": 2,
      "layer_15.down_proj": 4,
      "layer_15.gate_proj": 2,
      "layer_15.up_proj": 2,
      "layer_16.down_proj": 4,
      "layer_16.gate_proj": 2,
      "layer_16.up_proj": 2,
      "layer_17.down_proj": 4,
      "layer_17.gate_proj": 2,
      "layer_17.up_proj": 2,
      "layer_18.down_proj": 4,
      "layer_18.gate_proj": 2,
      "layer_18.up_proj": 2,
      "layer_19.down_proj": 4,
      "layer_19.gate_proj": 2,
      "layer_19.up_proj": 2,
      "layer_20.down_proj": 4,
      "layer_20.gate_proj": 2,
      "layer_20.up_proj": 2,
      "layer_21.down_proj": 4,
      "layer_21.gate_proj": 2,
      "layer_21.up_proj": 2,
      "layer_22.down_proj": 4,
      "layer_22.gate_proj": 4,
      "layer_22.up_proj": 2,
      "layer_23.down_proj": 4,
      "layer_23.gate_proj": 4,
      "layer_23.up_proj": 4,
      "layer_24.down_proj": 4,
      "layer_24.gate_proj": 4,
      "layer_24.up_proj": 4,
      "layer_25.down_proj": 4,
      "layer_25.gate_proj": 4,
      "layer_25.up_proj": 4,
      "layer_26.down_proj": 4,
      "layer_26.gate_proj": 4,
      "layer_26.up_proj": 4,
      "layer_27.down_proj": 4,
      "layer_27.gate_proj": 4,
      "layer_27.up_proj": 4,
      "layer_28.down_proj": 4,
      "layer_28.gate_proj": 4,
      "layer_28.up_proj": 4,
      "layer_29.down_proj": 4,
      "layer_29.gate_proj": 4,
      "layer_29.up_proj": 4,
      "layer_30.down_proj": 4,
      "layer_30.gate_proj": 4,
      "layer_30.up_proj": 4,
      "layer_31.down_proj": 4,
      "layer_31.gate_proj": 4,
      "layer_31.up_proj": 4,
      "layer_32.down_proj": 4,
      "layer_32.gate_proj": 4,
      "layer_32.up_proj": 4,
      "layer_33.down_proj": 4,
      "layer_33.gate_proj": 4,
      "layer_33.up_proj": 4,
      "layer_34.down_proj": 4,
      "layer_34.gate_proj": 4,
      "layer_34.up_proj": 4,
      "layer_35.down_proj": 4,
      "layer_35.gate_proj": 4,
      "layer_35.up_proj": 4,
      "layer_36.down_proj": 4,
      "layer_36.gate_proj": 4,
      "layer_36.up_proj": 4,
      "layer_37.down_proj": 4,
      "layer_37.gate_proj": 4,
      "layer_37.up_proj": 4,
      "layer_38.down_proj": 4,
      "layer_38.gate_proj": 4,
      "layer_38.up_proj": 4,
      "layer_39.down_proj": 4,
      "layer_39.gate_proj": 4,
      "layer_39.up_proj": 4,
      "layer_40.down_proj": 4,
      "layer_40.gate_proj": 4,
      "layer_40.up_proj": 4,
      "layer_41.down_proj": 4,
      "layer_41.gate_proj": 4,
      "layer_41.up_proj": 4,
      "layer_42.down_proj": 4,
      "layer_42.gate_proj": 4,
      "layer_42.up_proj": 4
    },
    "assignment_unit": "layer.projection, shared across all 256 routed experts"
  },
  "mxtq_bits": {
    "routed_expert": 2,
    "attention": 8,
    "shared_expert": 8,
    "compressor": 8,
    "indexer": 8,
    "embed_tokens": 8,
    "lm_head": 8,
    "norms_router_hc": 16
  },
  "mxtq_seed": 42,
  "group_size": 32,
  "_name_or_path": "DSV4F-MLX-TQ-Q3.4"
}