{
  "model": "/media/m2teamgroup/models/Darwin-27B-RSI-GGUF/FINAL-Bench_Darwin-27B-RSI-bf16.gguf",
  "imatrix": "/media/m2teamgroup/models/Darwin-27B-RSI-GGUF/FINAL-Bench_Darwin-27B-RSI-imatrix.gguf",
  "ftype": "IQ2_M",
  "base_type": "iq2_s",
  "family": "iq",
  "recipe": "ident",
  "variant": "shr0.70",
  "auto_crush": false,
  "rung_mode": "share",
  "tier": "M",
  "rung_share": 0.7,
  "crush_pass_bytes": null,
  "embd_shares": {
    "output.weight": {
      "share": 0.0823,
      "type": "q5_k"
    },
    "token_embd.weight": {
      "share": 0.0514,
      "type": "q3_k"
    }
  },
  "arch": "hybrid",
  "tied": false,
  "n_layer": 64,
  "body_rule": true,
  "pins": {
    "^blk\\.0\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.0\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.1\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.1\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.2\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.2\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.4\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.4\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.5\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.5\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.6\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.6\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.8\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.8\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.9\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.9\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.10\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.10\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.12\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.12\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.13\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.13\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.14\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.14\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.16\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.16\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.17\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.17\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.18\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.18\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.20\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.20\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.21\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.21\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.22\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.22\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.24\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.24\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.25\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.25\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.26\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.26\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.28\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.28\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.29\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.29\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.30\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.30\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.32\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.32\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.33\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.33\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.34\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.34\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.36\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.36\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.37\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.37\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.38\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.38\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.40\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.40\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.41\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.41\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.42\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.42\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.44\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.44\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.45\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.45\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.46\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.46\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.48\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.48\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.49\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.49\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.50\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.50\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.52\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.52\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.53\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.53\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.54\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.54\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.56\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.56\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.57\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.57\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.58\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.58\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.60\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.60\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.61\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.61\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.62\\.ssm_alpha\\.weight$": "tiny: 245,760 params, kept at f32",
    "^blk\\.62\\.ssm_beta\\.weight$": "tiny: 245,760 params, kept at f32"
  },
  "shape_pins": {},
  "fixed_pins": {
    "blk.0.ssm_alpha.weight": "f32",
    "blk.0.ssm_beta.weight": "f32",
    "blk.1.ssm_alpha.weight": "f32",
    "blk.1.ssm_beta.weight": "f32",
    "blk.2.ssm_alpha.weight": "f32",
    "blk.2.ssm_beta.weight": "f32",
    "blk.4.ssm_alpha.weight": "f32",
    "blk.4.ssm_beta.weight": "f32",
    "blk.5.ssm_alpha.weight": "f32",
    "blk.5.ssm_beta.weight": "f32",
    "blk.6.ssm_alpha.weight": "f32",
    "blk.6.ssm_beta.weight": "f32",
    "blk.8.ssm_alpha.weight": "f32",
    "blk.8.ssm_beta.weight": "f32",
    "blk.9.ssm_alpha.weight": "f32",
    "blk.9.ssm_beta.weight": "f32",
    "blk.10.ssm_alpha.weight": "f32",
    "blk.10.ssm_beta.weight": "f32",
    "blk.12.ssm_alpha.weight": "f32",
    "blk.12.ssm_beta.weight": "f32",
    "blk.13.ssm_alpha.weight": "f32",
    "blk.13.ssm_beta.weight": "f32",
    "blk.14.ssm_alpha.weight": "f32",
    "blk.14.ssm_beta.weight": "f32",
    "blk.16.ssm_alpha.weight": "f32",
    "blk.16.ssm_beta.weight": "f32",
    "blk.17.ssm_alpha.weight": "f32",
    "blk.17.ssm_beta.weight": "f32",
    "blk.18.ssm_alpha.weight": "f32",
    "blk.18.ssm_beta.weight": "f32",
    "blk.20.ssm_alpha.weight": "f32",
    "blk.20.ssm_beta.weight": "f32",
    "blk.21.ssm_alpha.weight": "f32",
    "blk.21.ssm_beta.weight": "f32",
    "blk.22.ssm_alpha.weight": "f32",
    "blk.22.ssm_beta.weight": "f32",
    "blk.24.ssm_alpha.weight": "f32",
    "blk.24.ssm_beta.weight": "f32",
    "blk.25.ssm_alpha.weight": "f32",
    "blk.25.ssm_beta.weight": "f32",
    "blk.26.ssm_alpha.weight": "f32",
    "blk.26.ssm_beta.weight": "f32",
    "blk.28.ssm_alpha.weight": "f32",
    "blk.28.ssm_beta.weight": "f32",
    "blk.29.ssm_alpha.weight": "f32",
    "blk.29.ssm_beta.weight": "f32",
    "blk.30.ssm_alpha.weight": "f32",
    "blk.30.ssm_beta.weight": "f32",
    "blk.32.ssm_alpha.weight": "f32",
    "blk.32.ssm_beta.weight": "f32",
    "blk.33.ssm_alpha.weight": "f32",
    "blk.33.ssm_beta.weight": "f32",
    "blk.34.ssm_alpha.weight": "f32",
    "blk.34.ssm_beta.weight": "f32",
    "blk.36.ssm_alpha.weight": "f32",
    "blk.36.ssm_beta.weight": "f32",
    "blk.37.ssm_alpha.weight": "f32",
    "blk.37.ssm_beta.weight": "f32",
    "blk.38.ssm_alpha.weight": "f32",
    "blk.38.ssm_beta.weight": "f32",
    "blk.40.ssm_alpha.weight": "f32",
    "blk.40.ssm_beta.weight": "f32",
    "blk.41.ssm_alpha.weight": "f32",
    "blk.41.ssm_beta.weight": "f32",
    "blk.42.ssm_alpha.weight": "f32",
    "blk.42.ssm_beta.weight": "f32",
    "blk.44.ssm_alpha.weight": "f32",
    "blk.44.ssm_beta.weight": "f32",
    "blk.45.ssm_alpha.weight": "f32",
    "blk.45.ssm_beta.weight": "f32",
    "blk.46.ssm_alpha.weight": "f32",
    "blk.46.ssm_beta.weight": "f32",
    "blk.48.ssm_alpha.weight": "f32",
    "blk.48.ssm_beta.weight": "f32",
    "blk.49.ssm_alpha.weight": "f32",
    "blk.49.ssm_beta.weight": "f32",
    "blk.50.ssm_alpha.weight": "f32",
    "blk.50.ssm_beta.weight": "f32",
    "blk.52.ssm_alpha.weight": "f32",
    "blk.52.ssm_beta.weight": "f32",
    "blk.53.ssm_alpha.weight": "f32",
    "blk.53.ssm_beta.weight": "f32",
    "blk.54.ssm_alpha.weight": "f32",
    "blk.54.ssm_beta.weight": "f32",
    "blk.56.ssm_alpha.weight": "f32",
    "blk.56.ssm_beta.weight": "f32",
    "blk.57.ssm_alpha.weight": "f32",
    "blk.57.ssm_beta.weight": "f32",
    "blk.58.ssm_alpha.weight": "f32",
    "blk.58.ssm_beta.weight": "f32",
    "blk.60.ssm_alpha.weight": "f32",
    "blk.60.ssm_beta.weight": "f32",
    "blk.61.ssm_alpha.weight": "f32",
    "blk.61.ssm_beta.weight": "f32",
    "blk.62.ssm_alpha.weight": "f32",
    "blk.62.ssm_beta.weight": "f32"
  },
  "embeddings": {
    "output.weight": "q5_k",
    "token_embd.weight": "q3_k"
  },
  "bytes": {
    "heuristic_body+embd": 10518425600,
    "map_body+embd": 10167316480,
    "ratio": 0.9666,
    "note": "quantizable, unpinned tensors only; pinned/unquantized tensors are identical in both"
  },
  "body_base_share": 0.7,
  "body_bpw": 2.876,
  "body_bpw_heuristic": 2.992,
  "total_params": 26895998464,
  "file_bytes_pred": 10272270336,
  "file_bpw_pred": 3.055,
  "histogram": {
    "attn_gate": {
      "iq2_s": 36,
      "iq4_xs": 11,
      "q5_k": 1
    },
    "attn_k": {
      "q4_k": 12,
      "q5_k": 4
    },
    "attn_output": {
      "iq4_xs": 15,
      "q5_k": 1
    },
    "attn_q": {
      "iq2_s": 15,
      "iq3_s": 1
    },
    "attn_qkv": {
      "iq2_s": 36,
      "iq4_xs": 12
    },
    "attn_v": {
      "q5_k": 16
    },
    "ffn_down": {
      "iq2_s": 60,
      "iq4_xs": 2,
      "iq3_xxs": 2
    },
    "ffn_gate": {
      "iq2_s": 63,
      "iq4_xs": 1
    },
    "ffn_up": {
      "iq2_s": 47,
      "iq3_s": 16,
      "iq4_xs": 1
    },
    "ssm_out": {
      "iq4_xs": 47,
      "q5_k": 1
    }
  },
  "prior": "layout/prior.json",
  "pin_rule": "floor",
  "embd_cap": "heur",
  "generator": "auto_quant_v2.layout",
  "generator_key": "3bf8b43e20a68f0b",
  "quant_type": "IQ2_M",
  "quantize_ftype": "IQ2_M",
  "llama_cpp_version": "b11259",
  "commit": "880615e1e86d7f7f01cc657a975526bc09577cc7"
}