File size: 2,671 Bytes
b4af0d1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
[
  {
    "metadataOutputVersion" : "3.0",
    "storagePrecision" : "Float16",
    "outputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Int8",
        "formattedType" : "MultiArray (Int8 1 × 1024)",
        "shortDescription" : "",
        "shape" : "[1, 1024]",
        "name" : "embedding",
        "type" : "MultiArray"
      }
    ],
    "modelParameters" : [

    ],
    "specificationVersion" : 10,
    "mlProgramOperationTypeHistogram" : {
      "Ios18.softmax" : 28,
      "Ios19.mul" : 453,
      "Ios18.rsqrt" : 113,
      "Ios18.matmul" : 56,
      "Ios19.maximum" : 1,
      "Ios16.reduceMean" : 113,
      "Ios19.squeeze" : 28,
      "Tile" : 57,
      "Ios18.gather" : 3,
      "Ios16.reduceSum" : 2,
      "Ios19.add" : 255,
      "Ios16.fillLike" : 1,
      "Ios19.concat" : 56,
      "Ios19.transpose" : 252,
      "Ios19.realDiv" : 1,
      "Ios18.round" : 1,
      "Ios19.expandDims" : 113,
      "Ios18.conv" : 196,
      "Ios18.cast" : 2,
      "Ios18.silu" : 28,
      "Ios19.split" : 56,
      "Ios18.tanh" : 1,
      "Ios19.sliceByIndex" : 1,
      "Ios19.sub" : 2,
      "Ios19.select" : 2,
      "Ios19.pow" : 113,
      "Ios19.greaterEqual" : 2,
      "Ios18.clip" : 1,
      "Ios16.cumsum" : 1,
      "Ios19.reshape" : 171
    },
    "computePrecision" : "Mixed (Float16, Float32, Int32, Int8)",
    "isUpdatable" : "0",
    "stateSchema" : [

    ],
    "availability" : {
      "macOS" : "16.0",
      "tvOS" : "19.0",
      "visionOS" : "3.0",
      "watchOS" : "12.0",
      "iOS" : "19.0",
      "macCatalyst" : "19.0"
    },
    "modelType" : {
      "name" : "MLModelType_mlProgram"
    },
    "userDefinedMetadata" : {
      "com.github.apple.coremltools.conversion_date" : "2026-06-18",
      "com.github.apple.coremltools.source" : "torch==2.11.0",
      "com.github.apple.coremltools.version" : "9.0",
      "com.github.apple.coremltools.source_dialect" : "TorchScript"
    },
    "inputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Int32",
        "formattedType" : "MultiArray (Int32 1 × 4096)",
        "shortDescription" : "",
        "shape" : "[1, 4096]",
        "name" : "input_ids",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 4096)",
        "shortDescription" : "",
        "shape" : "[1, 4096]",
        "name" : "attention_mask",
        "type" : "MultiArray"
      }
    ],
    "generatedClassName" : "encoder",
    "method" : "predict"
  }
]