int4-source-fp16/conversion.json

{
  "model": "cua_s1_forms_fp16_options32.mlpackage",
  "precision": "float16",
  "minimum_target": "iOS18/macOS15",
  "limits": {
    "context_bytes": 224,
    "option_bytes": 96,
    "max_options": 32
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  "model_config": {
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    "encoder": "tinyx",
    "heads": 4,
    "hf_model": "Qwen/Qwen2.5-0.5B",
    "layers": 2,
    "option_tokens": 96,
    "rank": 128,
    "width": 128
  },
  "parameters": 706048,
  "assets_lock_sha256": "8e65ad70af6bb814b571cdcfe828ba4bc339147da2d2211cbeac416163ef18ba",
  "model_revision": "f54adbf447f4ca6ec259f529ee3f2e3e09f8cc71",
  "source_revision": "83f142c4290a0f7d9ed545ae8532858c6e4f8145",
  "trace_row": 0,
  "trace_dataset_revision": "8273f34778b99ac2e12d9f6e7d57dad99ae20845",
  "export_seconds": 0.5374167499830946,
  "python": "3.11.11",
  "torch": "2.7.0",
  "coremltools": "9.0",
  "package_files": {
    "Data/com.apple.CoreML/model.mlmodel": "6ab2df320df7081480b76876df0f4bfd2c841592d93f354c568ba504f7269627",
    "Data/com.apple.CoreML/weights/weight.bin": "4da9259f798e44f5a1b50769ee1916fd3747c4d723dd9997b516c7fe238c7895",
    "Manifest.json": "e5b1c7dc66b2014b3985c180a75548a709788c6e314d9d2ae14e4e6d441c3c68"
  },
  "target_upgrade": {
    "source_conversion_sha256": "ac94239751ceb7e19602eb7276940ff53446b1776d4900405af9be0382fe4a94",
    "source_package_files": {
      "Data/com.apple.CoreML/model.mlmodel": "70485fc18cbb21785df833cbddddc0b5b59acb00d22394b76e55307e2c135dd0",
      "Data/com.apple.CoreML/weights/weight.bin": "4da9259f798e44f5a1b50769ee1916fd3747c4d723dd9997b516c7fe238c7895",
      "Manifest.json": "2bc0f5f62337b27fb6b0ecde248f1e3dc269e1ba4b65516aaeede2a60e293dcc"
    },
    "method": "Load original MIL at specification 9; empty pass pipeline; retain decomposed attention",
    "operation_counts": {
      "add": 13,
      "cast": 11,
      "concat": 2,
      "const": 239,
      "equal": 2,
      "expand_dims": 5,
      "fill_like": 3,
      "gather": 2,
      "greater_equal": 2,
      "layer_norm": 8,
      "linear": 15,
      "logical_not": 2,
      "matmul": 8,
      "maximum": 1,
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      "not_equal": 3,
      "real_div": 1,
      "reduce_sum": 3,
      "relu": 3,
      "reshape": 31,
      "select": 7,
      "slice_by_index": 13,
      "softmax": 5,
      "squeeze": 3,
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      "transpose": 21
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    "script_sha256": "33db3295450428d90c1de5a804ab47bf3507c686fbbdef67cd276ce116758b5f"
  }
}