File size: 3,361 Bytes
4b99883 8af2642 4b99883 |
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 |
[
{
"metadataOutputVersion" : "3.0",
"storagePrecision" : "Mixed (Float16, Int4)",
"outputSchema" : [
{
"hasShapeFlexibility" : "0",
"isOptional" : "0",
"dataType" : "Float16",
"formattedType" : "MultiArray (Float16)",
"shortDescription" : "",
"shape" : "[]",
"name" : "logits",
"type" : "MultiArray"
}
],
"modelParameters" : [
],
"specificationVersion" : 9,
"mlProgramOperationTypeHistogram" : {
"Ios18.expandDims" : 62,
"Range1d" : 1,
"Ios18.cos" : 1,
"Ios18.mul" : 310,
"Ios18.matmul" : 1,
"Ios18.rsqrt" : 57,
"Ios16.reduceMean" : 57,
"Ios18.realDiv" : 56,
"Ios18.scaledDotProductAttention" : 28,
"Ios18.sin" : 1,
"Ios18.readState" : 58,
"Tile" : 56,
"Ios18.gather" : 117,
"Ios18.add" : 171,
"Ios18.writeState" : 56,
"Ios18.sliceUpdate" : 56,
"Ios18.reshape" : 168,
"Shape" : 172,
"Ios18.linear" : 197,
"Ios18.concat" : 199,
"Ios18.transpose" : 113,
"Ios18.sub" : 1,
"Ios18.pow" : 57,
"Ios18.cast" : 233,
"Ios18.silu" : 28,
"Ios18.sliceByIndex" : 252,
"Ios18.constexprBlockwiseShiftScale" : 197
},
"computePrecision" : "Mixed (Float16, Float32, Int16, Int32, UInt16)",
"isUpdatable" : "0",
"stateSchema" : [
{
"dataType" : "Float16",
"isOptional" : "0",
"formattedType" : "State (Float16 28 × 1 × 8 × 2048 × 128)",
"shortDescription" : "",
"shape" : "[28, 1, 8, 2048, 128]",
"name" : "keyCache",
"type" : "State"
},
{
"dataType" : "Float16",
"isOptional" : "0",
"formattedType" : "State (Float16 28 × 1 × 8 × 2048 × 128)",
"shortDescription" : "",
"shape" : "[28, 1, 8, 2048, 128]",
"name" : "valueCache",
"type" : "State"
}
],
"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.source_dialect" : "TorchScript",
"com.github.apple.coremltools.source" : "torch==2.5.1",
"com.github.apple.coremltools.version" : "8.0"
},
"inputSchema" : [
{
"dataType" : "Int32",
"hasShapeFlexibility" : "1",
"isOptional" : "0",
"shapeFlexibility" : "1 × 1...2048",
"shapeRange" : "[[1, 1], [1, 2048]]",
"formattedType" : "MultiArray (Int32 1 × 1)",
"type" : "MultiArray",
"shape" : "[1, 1]",
"name" : "inputIds",
"shortDescription" : ""
},
{
"dataType" : "Float16",
"hasShapeFlexibility" : "1",
"isOptional" : "0",
"shapeFlexibility" : "1 × 1 × 1...2048 × 1...2048",
"shapeRange" : "[[1, 1], [1, 1], [1, 2048], [1, 2048]]",
"formattedType" : "MultiArray (Float16 1 × 1 × 1 × 1)",
"type" : "MultiArray",
"shape" : "[1, 1, 1, 1]",
"name" : "causalMask",
"shortDescription" : ""
}
],
"generatedClassName" : "Llama_3_2_3B_Instruct",
"method" : "predict"
}
] |