File size: 3,712 Bytes
c2b3ed9 | 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 | [
{
"metadataOutputVersion" : "3.0",
"storagePrecision" : "Float16",
"outputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Int32",
"formattedType" : "MultiArray (Int32 1)",
"shortDescription" : "",
"shape" : "[1]",
"name" : "token_id",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 1)",
"shortDescription" : "",
"shape" : "[1]",
"name" : "token_logit",
"type" : "MultiArray"
}
],
"modelParameters" : [
],
"specificationVersion" : 10,
"mlProgramOperationTypeHistogram" : {
"Ios18.softmax" : 18,
"Ios19.mul" : 435,
"Ios18.matmul" : 36,
"Ios19.sliceUpdate" : 36,
"Ios18.gatherAlongAxis" : 1,
"Ios19.squeeze" : 56,
"Ios18.readState" : 36,
"Tile" : 72,
"Ios18.gather" : 5,
"Ios19.add" : 127,
"Ios18.layerNorm" : 109,
"Ios18.writeState" : 36,
"Ios19.concat" : 145,
"Ios19.transpose" : 164,
"Ios18.reduceArgmax" : 1,
"Ios19.expandDims" : 117,
"Ios18.conv" : 127,
"Ios18.cast" : 1,
"Ios18.gelu" : 18,
"Ios19.split" : 145,
"Ios19.sliceByIndex" : 36,
"Ios19.sub" : 1,
"Ios19.select" : 1,
"Ios19.greaterEqual" : 1,
"Ios19.reshape" : 180
},
"computePrecision" : "Mixed (Float16, Int32, UInt16)",
"isUpdatable" : "0",
"stateSchema" : [
{
"dataType" : "Float16",
"isOptional" : "0",
"formattedType" : "State (Float16 36 × 1 × 2048 × 256)",
"shortDescription" : "",
"shape" : "[36, 1, 2048, 256]",
"name" : "kv_cache_0",
"type" : "State"
}
],
"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" : "2026-04-22",
"com.github.apple.coremltools.source" : "torch==2.8.0",
"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 × 1)",
"shortDescription" : "",
"shape" : "[1, 1]",
"name" : "input_ids",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Int32",
"formattedType" : "MultiArray (Int32 1)",
"shortDescription" : "",
"shape" : "[1]",
"name" : "position_ids",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 1 × 1 × 1 × 2048)",
"shortDescription" : "",
"shape" : "[1, 1, 1, 2048]",
"name" : "causal_mask",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 1 × 1 × 2048 × 1)",
"shortDescription" : "",
"shape" : "[1, 1, 2048, 1]",
"name" : "update_mask",
"type" : "MultiArray"
}
],
"generatedClassName" : "model",
"method" : "predict"
}
] |