File size: 4,715 Bytes
62c192c
 
 
4298b54
62c192c
 
 
 
 
4298b54
62c192c
4298b54
62c192c
 
 
 
 
 
 
d4055fc
62c192c
d4055fc
62c192c
 
 
 
 
 
 
4298b54
62c192c
4298b54
 
62c192c
 
 
 
 
 
4298b54
62c192c
4298b54
 
62c192c
 
 
 
 
 
 
 
4298b54
62c192c
4298b54
 
 
1397802
62c192c
4298b54
62c192c
4298b54
 
d4055fc
4298b54
 
 
d4055fc
62c192c
4298b54
62c192c
4298b54
 
62c192c
d4055fc
62c192c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
21a6264
62c192c
 
 
 
 
 
d4055fc
62c192c
 
d4055fc
 
 
 
 
62c192c
 
d4055fc
62c192c
4298b54
 
d4055fc
4298b54
 
d4055fc
62c192c
 
d4055fc
62c192c
 
d4055fc
 
 
 
 
62c192c
 
d4055fc
62c192c
 
d4055fc
 
 
 
 
62c192c
 
d4055fc
62c192c
 
d4055fc
 
 
 
 
62c192c
 
d4055fc
62c192c
 
d4055fc
 
 
 
 
62c192c
 
21a6264
62c192c
 
 
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
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
[
  {
    "metadataOutputVersion" : "3.0",
    "storagePrecision" : "Mixed (Float16, Palettized (8 bits), UInt8)",
    "outputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 1 × 3072)",
        "shortDescription" : "",
        "shape" : "[1, 1, 3072]",
        "name" : "logits",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 1024 × 1 × 1)",
        "shortDescription" : "",
        "shape" : "[1, 1024, 1, 1]",
        "name" : "hidden_states",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 28672 × 1 × 256)",
        "shortDescription" : "",
        "shape" : "[1, 28672, 1, 256]",
        "name" : "new_key_cache",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 28672 × 1 × 256)",
        "shortDescription" : "",
        "shape" : "[1, 28672, 1, 256]",
        "name" : "new_value_cache",
        "type" : "MultiArray"
      }
    ],
    "modelParameters" : [

    ],
    "specificationVersion" : 9,
    "mlProgramOperationTypeHistogram" : {
      "Ios18.expandDims" : 235,
      "Ios18.softmax" : 28,
      "Ios18.cos" : 1,
      "Ios18.mul" : 566,
      "Ios18.matmul" : 57,
      "Ios18.rsqrt" : 113,
      "Ios16.reduceMean" : 113,
      "Ios18.sin" : 1,
      "Tile" : 56,
      "Ios18.add" : 311,
      "Ios18.reshape" : 252,
      "Ios18.constexprLutToDense" : 197,
      "Ios18.linear" : 197,
      "Ios18.concat" : 59,
      "Ios18.transpose" : 57,
      "Ios18.sub" : 1,
      "Ios18.pow" : 113,
      "Ios18.cast" : 1,
      "Ios18.silu" : 28,
      "Ios18.sliceByIndex" : 168,
      "Ios18.squeeze" : 283
    },
    "computePrecision" : "Mixed (Float16, Float32, Int32)",
    "isUpdatable" : "0",
    "stateSchema" : [

    ],
    "availability" : {
      "macOS" : "15.0",
      "tvOS" : "18.0",
      "visionOS" : "2.0",
      "watchOS" : "11.0",
      "iOS" : "18.0",
      "macCatalyst" : "18.0"
    },
    "modelType" : {
      "name" : "MLModelType_mlProgram"
    },
    "userDefinedMetadata" : {
      "com.github.apple.coremltools.conversion_date" : "2026-04-03",
      "com.github.apple.coremltools.source" : "torch==2.10.0",
      "com.github.apple.coremltools.version" : "9.0",
      "com.github.apple.coremltools.source_dialect" : "TorchScript"
    },
    "inputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 1024 × 1 × 1)",
        "shortDescription" : "",
        "shape" : "[1, 1024, 1, 1]",
        "name" : "input_embeds",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Int32",
        "formattedType" : "MultiArray (Int32 1)",
        "shortDescription" : "",
        "shape" : "[1]",
        "name" : "cache_length",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 256)",
        "shortDescription" : "",
        "shape" : "[1, 256]",
        "name" : "key_padding_mask",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 256)",
        "shortDescription" : "",
        "shape" : "[1, 256]",
        "name" : "kv_cache_update_mask",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 28672 × 1 × 256)",
        "shortDescription" : "",
        "shape" : "[1, 28672, 1, 256]",
        "name" : "key_cache",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float16",
        "formattedType" : "MultiArray (Float16 1 × 28672 × 1 × 256)",
        "shortDescription" : "",
        "shape" : "[1, 28672, 1, 256]",
        "name" : "value_cache",
        "type" : "MultiArray"
      }
    ],
    "generatedClassName" : "CodeDecoder_fixed",
    "method" : "predict"
  }
]