{
  "producer": {
    "name": "modelopt",
    "version": "0.44.0"
  },
  "quantization": {
    "quant_algo": "MIXED_PRECISION",
    "kv_cache_quant_algo": "FP8",
    "quantized_layers": {
      "model.language_model.layers.0.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.0.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.0.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.0.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.0.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.0.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.0.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.1.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.1.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.1.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.1.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.1.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.1.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.1.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.2.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.2.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.2.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.2.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.2.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.2.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.2.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.3.self_attn.q_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.3.self_attn.k_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.3.self_attn.v_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.3.self_attn.o_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.3.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.3.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.3.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.3.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.4.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.4.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.4.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.4.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.4.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.4.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.4.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.5.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.5.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.5.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.5.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.5.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.5.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.5.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.6.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.6.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.6.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.6.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.6.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.6.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.6.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.7.self_attn.q_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.7.self_attn.k_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.7.self_attn.v_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.7.self_attn.o_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.7.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.7.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.7.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.7.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.8.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.8.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.8.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.8.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.8.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.8.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.8.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.9.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.9.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.9.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.9.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.9.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.9.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.9.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.10.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.10.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.10.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.10.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.10.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.10.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.10.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.11.self_attn.q_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.11.self_attn.k_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.11.self_attn.v_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.11.self_attn.o_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.11.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.11.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.11.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.11.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.12.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.12.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.12.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.12.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.12.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.12.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.12.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.13.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.13.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.13.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.13.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.13.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.13.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.13.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.14.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.14.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.14.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.14.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.14.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.14.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.14.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.15.self_attn.q_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.15.self_attn.k_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.15.self_attn.v_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.15.self_attn.o_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.15.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.15.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.15.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.15.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.16.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.16.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.16.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.16.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.16.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.16.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.16.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.17.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.17.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.17.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.17.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.17.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.17.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.17.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.18.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.18.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.18.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.18.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.18.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.18.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.18.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.19.self_attn.q_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.19.self_attn.k_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.19.self_attn.v_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.19.self_attn.o_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.19.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.19.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.19.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.19.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.20.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.20.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.20.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.20.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.20.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.20.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.20.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.21.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.21.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.21.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.21.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.21.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.21.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.21.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.22.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.22.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.22.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.22.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.22.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.22.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.22.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.23.self_attn.q_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.23.self_attn.k_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.23.self_attn.v_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.23.self_attn.o_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.23.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.23.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.23.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.23.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.24.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.24.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.24.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.24.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.24.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.24.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.24.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.25.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.25.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.25.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.25.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.25.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.25.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.25.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.26.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.26.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.26.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.26.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.26.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.26.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.26.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.27.self_attn.q_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.27.self_attn.k_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.27.self_attn.v_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.27.self_attn.o_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.27.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.27.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.27.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.27.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.28.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.28.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.28.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.28.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.28.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.28.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.28.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.29.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.29.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.29.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.29.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.29.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.29.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.29.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.30.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.30.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.30.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.30.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.30.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.30.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.30.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.31.self_attn.q_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.31.self_attn.k_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.31.self_attn.v_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.31.self_attn.o_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.31.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.31.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.31.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.31.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.32.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.32.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.32.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.32.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.32.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.32.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.32.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.33.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.33.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.33.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.33.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.33.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.33.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.33.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.34.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.34.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.34.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.34.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.34.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.34.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.34.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.35.self_attn.q_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.35.self_attn.k_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.35.self_attn.v_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.35.self_attn.o_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.35.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.35.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.35.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.35.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.36.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.36.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.36.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.36.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.36.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.36.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.36.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.37.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.37.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.37.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.37.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.37.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.37.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.37.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.38.linear_attn.out_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.38.linear_attn.in_proj_qkv": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.38.linear_attn.in_proj_z": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.38.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.38.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.38.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.38.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.39.self_attn.q_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.39.self_attn.k_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.39.self_attn.v_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.39.self_attn.o_proj": {
        "quant_algo": "FP8"
      },
      "model.language_model.layers.39.mlp.experts": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.39.mlp.shared_expert.gate_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.39.mlp.shared_expert.up_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "model.language_model.layers.39.mlp.shared_expert.down_proj": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      },
      "lm_head": {
        "quant_algo": "W4A16_NVFP4",
        "group_size": 16
      }
    },
    "exclude_modules": [
      "mtp.layers.0*",
      "mtp*"
    ]
  }
}
