{
  "bits": 3,
  "dynamic": {
    "^model\\.language_model\\.layers\\.0\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.0\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.0\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.0\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.0\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.0\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.1\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.1\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.1\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.1\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.1\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.1\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.10\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.10\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.10\\.linear_attn\\.out_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.10\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.10\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.10\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.11\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.11\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.11\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.11\\.self_attn\\.k_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.11\\.self_attn\\.o_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.11\\.self_attn\\.q_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.11\\.self_attn\\.v_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.12\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.12\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.12\\.linear_attn\\.out_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.12\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.12\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.12\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.13\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.13\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.13\\.linear_attn\\.out_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.13\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.13\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.13\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.14\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.14\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.14\\.linear_attn\\.out_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.14\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.14\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.14\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.15\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.15\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.15\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.15\\.self_attn\\.k_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.15\\.self_attn\\.o_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.15\\.self_attn\\.q_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.15\\.self_attn\\.v_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.16\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.16\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.16\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.16\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.16\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.16\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.17\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.17\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.17\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.17\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.17\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.17\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.18\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.18\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.18\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.18\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.18\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.18\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.19\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.19\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.19\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.19\\.self_attn\\.k_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.19\\.self_attn\\.o_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.19\\.self_attn\\.q_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.19\\.self_attn\\.v_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.2\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.2\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.2\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.2\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.2\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.2\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.20\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.20\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.20\\.linear_attn\\.out_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.20\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.20\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.20\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.21\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.21\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.21\\.linear_attn\\.out_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.21\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.21\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.21\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.22\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.22\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.22\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.22\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.22\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.22\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.23\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.23\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.23\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.23\\.self_attn\\.k_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.23\\.self_attn\\.o_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.23\\.self_attn\\.q_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.23\\.self_attn\\.v_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.24\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.24\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.24\\.linear_attn\\.out_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.24\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.24\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.24\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.25\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.25\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.25\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.25\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.25\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.25\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.26\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.26\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.26\\.linear_attn\\.out_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.26\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.26\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.26\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.27\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.27\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.27\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.27\\.self_attn\\.k_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.27\\.self_attn\\.o_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.27\\.self_attn\\.q_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.27\\.self_attn\\.v_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.28\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.28\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.28\\.linear_attn\\.out_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.28\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.28\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.28\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.29\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.29\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.29\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.29\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.29\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.29\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.3\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.3\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.3\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.3\\.self_attn\\.k_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.3\\.self_attn\\.o_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.3\\.self_attn\\.q_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.3\\.self_attn\\.v_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.30\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.30\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.30\\.linear_attn\\.out_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.30\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.30\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.30\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.31\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.31\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.31\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.31\\.self_attn\\.k_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.31\\.self_attn\\.o_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.31\\.self_attn\\.q_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.31\\.self_attn\\.v_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.4\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.4\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.4\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.4\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.4\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.4\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.5\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.5\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.5\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.5\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.5\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.5\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.6\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.6\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.6\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.6\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.6\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.6\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.7\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.7\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.7\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.7\\.self_attn\\.k_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.7\\.self_attn\\.o_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.7\\.self_attn\\.q_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.7\\.self_attn\\.v_proj$": {
      "bits": 4,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.8\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.8\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.8\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 64,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.8\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.8\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.8\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.9\\.linear_attn\\.in_proj_qkv$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.9\\.linear_attn\\.in_proj_z$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.9\\.linear_attn\\.out_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.9\\.mlp\\.down_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.9\\.mlp\\.gate_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    },
    "^model\\.language_model\\.layers\\.9\\.mlp\\.up_proj$": {
      "bits": 3,
      "group_size": 128,
      "desc_act": false,
      "act_group_aware": true,
      "sym": true
    }
  },
  "group_size": 128,
  "desc_act": false,
  "lm_head": false,
  "method": "gptq",
  "quant_method": "gptq",
  "format": "gptq",
  "checkpoint_format": "gptq",
  "pack_dtype": "int32",
  "meta": {
    "recipe": "SAGE-M40-v2",
    "quantizer": [
      "gptqmodel:7.5.0"
    ],
    "uri": "https://github.com/modelcloud/gptqmodel",
    "damp_percent": 0.05,
    "damp_auto_increment": 0.01,
    "static_groups": false,
    "true_sequential": true,
    "mse": 0.0,
    "gptaq": null,
    "foem": null,
    "act_group_aware": true,
    "fallback": {
      "strategy": "rtn",
      "threshold": "0.5%",
      "smooth": null
    },
    "offload_to_disk": true,
    "telemetry": {
      "device": false
    },
    "offload_to_disk_path": "/tmp/gptqmodel_gjqvai9c",
    "pack_impl": "gpu",
    "gc_mode": "interval",
    "wait_for_submodule_finalizers": false,
    "auto_forward_data_parallel": true,
    "dense_vram_strategy": "exclusive",
    "dense_vram_strategy_devices": null,
    "moe_vram_strategy": "exclusive",
    "moe_vram_strategy_devices": null,
    "mock_quantization": false,
    "hessian": {
      "chunk_size": null,
      "chunk_bytes": null,
      "staging_dtype": "float32",
      "dedup_shared_inputs": true
    }
  },
  "sym": true
}