{
  "bits": 4,
  "data_type": "int",
  "group_size": 128,
  "sym": true,
  "iters": 1000,
  "nsamples": 512,
  "autoround_version": "0.13.0",
  "block_name_to_quantize": "model.language_model.layers",
  "quant_method": "auto-round",
  "packing_format": "auto_round:auto_gptq",
  "extra_config": {
    "model.language_model.layers.0.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.0.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.1.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.1.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.2.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.2.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.4.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.4.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.5.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.5.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.6.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.6.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.8.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.8.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.9.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.9.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.10.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.10.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.12.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.12.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.13.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.13.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.14.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.14.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.16.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.16.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.17.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.17.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.18.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.18.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.20.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.20.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.21.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.21.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.22.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.22.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.24.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.24.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.25.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.25.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.26.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.26.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.28.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.28.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.29.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.29.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.30.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.30.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.32.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.32.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.33.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.33.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.34.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.34.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.36.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.36.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.37.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.37.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.38.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.38.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.40.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.40.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.41.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.41.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.42.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.42.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.44.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.44.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.45.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.45.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.46.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.46.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.48.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.48.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.49.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.49.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.50.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.50.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.52.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.52.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.53.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.53.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.54.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.54.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.56.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.56.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.57.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.57.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.58.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.58.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.60.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.60.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.61.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.61.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.62.linear_attn.in_proj_b": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.62.linear_attn.in_proj_a": {
      "bits": 16,
      "data_type": "fp"
    },
    "model.language_model.layers.0.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.0.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.0.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.0.mlp.gate_proj": {
      "bits": 8
    },
    "model.language_model.layers.0.mlp.up_proj": {
      "bits": 8
    },
    "model.language_model.layers.0.mlp.down_proj": {
      "bits": 8
    },
    "model.language_model.layers.1.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.1.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.1.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.1.mlp.gate_proj": {
      "bits": 8
    },
    "model.language_model.layers.1.mlp.up_proj": {
      "bits": 8
    },
    "model.language_model.layers.1.mlp.down_proj": {
      "bits": 8
    },
    "model.language_model.layers.2.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.2.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.2.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.2.mlp.gate_proj": {
      "bits": 8
    },
    "model.language_model.layers.2.mlp.up_proj": {
      "bits": 8
    },
    "model.language_model.layers.2.mlp.down_proj": {
      "bits": 8
    },
    "model.language_model.layers.3.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.3.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.3.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.3.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.4.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.4.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.4.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.5.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.5.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.5.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.6.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.6.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.6.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.7.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.7.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.7.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.7.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.8.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.8.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.8.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.9.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.9.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.9.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.10.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.10.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.10.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.11.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.11.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.11.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.11.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.12.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.12.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.12.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.13.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.13.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.13.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.14.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.14.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.14.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.15.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.15.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.15.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.15.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.16.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.16.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.16.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.17.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.17.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.17.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.18.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.18.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.18.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.19.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.19.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.19.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.19.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.20.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.20.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.20.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.21.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.21.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.21.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.22.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.22.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.22.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.23.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.23.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.23.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.23.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.24.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.24.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.24.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.25.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.25.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.25.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.26.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.26.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.26.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.27.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.27.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.27.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.27.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.28.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.28.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.28.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.29.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.29.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.29.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.30.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.30.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.30.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.31.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.31.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.31.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.31.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.32.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.32.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.32.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.33.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.33.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.33.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.34.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.34.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.34.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.35.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.35.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.35.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.35.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.36.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.36.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.36.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.37.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.37.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.37.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.38.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.38.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.38.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.39.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.39.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.39.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.39.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.40.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.40.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.40.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.41.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.41.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.41.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.42.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.42.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.42.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.43.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.43.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.43.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.43.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.44.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.44.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.44.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.45.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.45.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.45.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.46.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.46.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.46.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.47.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.47.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.47.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.47.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.48.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.48.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.48.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.49.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.49.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.49.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.50.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.50.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.50.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.51.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.51.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.51.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.51.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.52.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.52.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.52.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.53.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.53.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.53.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.54.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.54.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.54.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.55.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.55.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.55.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.55.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.56.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.56.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.56.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.57.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.57.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.57.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.58.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.58.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.58.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.59.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.59.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.59.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.59.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.60.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.60.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.60.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.61.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.61.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.61.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.61.mlp.gate_proj": {
      "bits": 8
    },
    "model.language_model.layers.61.mlp.up_proj": {
      "bits": 8
    },
    "model.language_model.layers.61.mlp.down_proj": {
      "bits": 8
    },
    "model.language_model.layers.62.linear_attn.out_proj": {
      "bits": 16
    },
    "model.language_model.layers.62.linear_attn.in_proj_qkv": {
      "bits": 16
    },
    "model.language_model.layers.62.linear_attn.in_proj_z": {
      "bits": 16
    },
    "model.language_model.layers.62.mlp.gate_proj": {
      "bits": 8
    },
    "model.language_model.layers.62.mlp.up_proj": {
      "bits": 8
    },
    "model.language_model.layers.62.mlp.down_proj": {
      "bits": 8
    },
    "model.language_model.layers.63.self_attn.q_proj": {
      "bits": 8
    },
    "model.language_model.layers.63.self_attn.k_proj": {
      "bits": 8
    },
    "model.language_model.layers.63.self_attn.v_proj": {
      "bits": 8
    },
    "model.language_model.layers.63.self_attn.o_proj": {
      "bits": 8
    },
    "model.language_model.layers.63.mlp.gate_proj": {
      "bits": 8
    },
    "model.language_model.layers.63.mlp.up_proj": {
      "bits": 8
    },
    "model.language_model.layers.63.mlp.down_proj": {
      "bits": 8
    },
    ".*model\\.layers\\.0\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.0\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.0\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.0\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.0\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.0\\.mlp\\.gate_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.0\\.mlp\\.up_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.0\\.mlp\\.down_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.1\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.1\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.1\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.1\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.1\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.1\\.mlp\\.gate_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.1\\.mlp\\.up_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.1\\.mlp\\.down_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.2\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.2\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.2\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.2\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.2\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.2\\.mlp\\.gate_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.2\\.mlp\\.up_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.2\\.mlp\\.down_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.3\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.3\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.3\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.3\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.4\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.4\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.4\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.4\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.4\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.5\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.5\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.5\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.5\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.5\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.6\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.6\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.6\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.6\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.6\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.7\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.7\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.7\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.7\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.8\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.8\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.8\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.8\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.8\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.9\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.9\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.9\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.9\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.9\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.10\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.10\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.10\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.10\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.10\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.11\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.11\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.11\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.11\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.12\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.12\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.12\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.12\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.12\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.13\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.13\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.13\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.13\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.13\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.14\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.14\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.14\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.14\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.14\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.15\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.15\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.15\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.15\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.16\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.16\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.16\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.16\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.16\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.17\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.17\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.17\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.17\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.17\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.18\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.18\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.18\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.18\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.18\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.19\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.19\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.19\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.19\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.20\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.20\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.20\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.20\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.20\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.21\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.21\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.21\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.21\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.21\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.22\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.22\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.22\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.22\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.22\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.23\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.23\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.23\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.23\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.24\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.24\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.24\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.24\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.24\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.25\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.25\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.25\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.25\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.25\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.26\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.26\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.26\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.26\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.26\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.27\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.27\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.27\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.27\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.28\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.28\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.28\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.28\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.28\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.29\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.29\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.29\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.29\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.29\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.30\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.30\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.30\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.30\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.30\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.31\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.31\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.31\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.31\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.32\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.32\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.32\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.32\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.32\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.33\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.33\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.33\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.33\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.33\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.34\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.34\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.34\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.34\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.34\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.35\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.35\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.35\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.35\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.36\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.36\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.36\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.36\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.36\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.37\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.37\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.37\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.37\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.37\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.38\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.38\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.38\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.38\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.38\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.39\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.39\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.39\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.39\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.40\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.40\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.40\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.40\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.40\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.41\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.41\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.41\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.41\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.41\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.42\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.42\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.42\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.42\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.42\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.43\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.43\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.43\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.43\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.44\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.44\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.44\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.44\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.44\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.45\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.45\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.45\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.45\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.45\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.46\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.46\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.46\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.46\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.46\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.47\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.47\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.47\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.47\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.48\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.48\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.48\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.48\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.48\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.49\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.49\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.49\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.49\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.49\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.50\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.50\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.50\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.50\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.50\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.51\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.51\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.51\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.51\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.52\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.52\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.52\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.52\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.52\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.53\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.53\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.53\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.53\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.53\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.54\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.54\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.54\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.54\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.54\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.55\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.55\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.55\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.55\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.56\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.56\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.56\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.56\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.56\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.57\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.57\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.57\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.57\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.57\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.58\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.58\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.58\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.58\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.58\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.59\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.59\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.59\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.59\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.60\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.60\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.60\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.60\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.60\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.61\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.61\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.61\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.61\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.61\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.61\\.mlp\\.gate_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.61\\.mlp\\.up_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.61\\.mlp\\.down_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.62\\.linear_attn\\.out_proj.*": {
      "bits": 16
    },
    ".*model\\.layers\\.62\\.linear_attn\\.in_proj_qkv.*": {
      "bits": 16
    },
    ".*model\\.layers\\.62\\.linear_attn\\.in_proj_z.*": {
      "bits": 16
    },
    ".*model\\.layers\\.62\\.linear_attn\\.in_proj_b.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.62\\.linear_attn\\.in_proj_a.*": {
      "bits": 16,
      "data_type": "fp"
    },
    ".*model\\.layers\\.62\\.mlp\\.gate_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.62\\.mlp\\.up_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.62\\.mlp\\.down_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.63\\.self_attn\\.q_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.63\\.self_attn\\.k_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.63\\.self_attn\\.v_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.63\\.self_attn\\.o_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.63\\.mlp\\.gate_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.63\\.mlp\\.up_proj.*": {
      "bits": 8
    },
    ".*model\\.layers\\.63\\.mlp\\.down_proj.*": {
      "bits": 8
    }
  }
}