File size: 4,794 Bytes
03fba3c | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 | [
{
"metadataOutputVersion" : "3.0",
"storagePrecision" : "Mixed (Float16, Int32, Palettized (10 bits), Palettized (11 bits), Palettized (12 bits), Palettized (13 bits), Palettized (14 bits), UInt6)",
"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"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 4 × 1 × 512 × 1 × 1)",
"shortDescription" : "",
"shape" : "[4, 1, 512, 1, 1]",
"name" : "kv_slice_out",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 2 × 1024 × 3)",
"shortDescription" : "",
"shape" : "[2, 1024, 3]",
"name" : "conv_state_out",
"type" : "MultiArray"
}
],
"modelParameters" : [
],
"specificationVersion" : 9,
"mlProgramOperationTypeHistogram" : {
"Ios18.expandDims" : 13,
"Ios18.softmax" : 32,
"Ios18.mul" : 48,
"Identity" : 1,
"Split" : 25,
"Ios18.greaterEqual" : 2,
"Select" : 2,
"Ios18.gatherAlongAxis" : 1,
"Ios18.gather" : 2,
"Ios18.add" : 46,
"Ios18.layerNorm" : 13,
"Ios18.reduceArgmax" : 1,
"Ios18.reshape" : 10,
"Ios18.constexprLutToDense" : 28,
"Ios18.conv" : 27,
"Ios18.concat" : 26,
"Ios16.einsum" : 64,
"Ios18.silu" : 4,
"Ios18.transpose" : 28,
"Stack" : 3,
"Ios18.cast" : 5,
"Ios18.sliceByIndex" : 8,
"Ios18.squeeze" : 14
},
"computePrecision" : "Mixed (Float16, Int16, Int32, UInt16)",
"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" : "2026-07-18",
"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" : "Float16",
"formattedType" : "MultiArray (Float16 1 × 1 × 1024)",
"shortDescription" : "",
"shape" : "[1, 1, 1024]",
"name" : "hidden_in",
"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 × 1025 × 1 × 1)",
"shortDescription" : "",
"shape" : "[1, 1025, 1, 1]",
"name" : "causal_mask",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 1 × 1 × 1024 × 1)",
"shortDescription" : "",
"shape" : "[1, 1, 1024, 1]",
"name" : "update_mask",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 2 × 1024 × 3)",
"shortDescription" : "",
"shape" : "[2, 1024, 3]",
"name" : "conv_state_in",
"type" : "MultiArray"
},
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16 4 × 1 × 512 × 1 × 1024)",
"shortDescription" : "",
"shape" : "[4, 1, 512, 1, 1024]",
"name" : "kv_cache_in",
"type" : "MultiArray"
}
],
"generatedClassName" : "chunk_3",
"method" : "predict"
}
] |