| [ | |
| { | |
| "metadataOutputVersion" : "3.0", | |
| "storagePrecision" : "Mixed (Float16, Palettized (4 bits))", | |
| "outputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 4096 × 1 × 64)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 4096, 1, 64]", | |
| "name" : "new_x", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 64)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 64]", | |
| "name" : "new_k_cache_0", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 64)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 64]", | |
| "name" : "new_k_cache_1", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 64)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 64]", | |
| "name" : "new_k_cache_2", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 64)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 64]", | |
| "name" : "new_v_cache_0", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 64)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 64]", | |
| "name" : "new_v_cache_1", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 64)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 64]", | |
| "name" : "new_v_cache_2", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "modelParameters" : [ | |
| ], | |
| "specificationVersion" : 7, | |
| "mlProgramOperationTypeHistogram" : { | |
| "Concat" : 18, | |
| "Ios16.rsqrt" : 6, | |
| "Ios16.mul" : 63, | |
| "SliceByIndex" : 12, | |
| "Ios16.constexprLutToDense" : 21, | |
| "Ios16.conv" : 21, | |
| "Ios16.add" : 21, | |
| "Ios16.reduceMean" : 6, | |
| "Ios16.matmul" : 6, | |
| "Ios16.softmax" : 3, | |
| "Ios16.reshape" : 12, | |
| "Ios16.silu" : 3 | |
| }, | |
| "computePrecision" : "Mixed (Float16, Int32)", | |
| "isUpdatable" : "0", | |
| "availability" : { | |
| "macOS" : "13.0", | |
| "tvOS" : "16.0", | |
| "visionOS" : "1.0", | |
| "watchOS" : "9.0", | |
| "iOS" : "16.0", | |
| "macCatalyst" : "16.0" | |
| }, | |
| "modelType" : { | |
| "name" : "MLModelType_mlProgram" | |
| }, | |
| "userDefinedMetadata" : { | |
| "com.github.apple.coremltools.source_dialect" : "TorchScript", | |
| "com.github.apple.coremltools.source" : "torch==2.1.0", | |
| "com.github.apple.coremltools.version" : "7.2" | |
| }, | |
| "inputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 4096 × 1 × 64)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 4096, 1, 64]", | |
| "name" : "x", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 128 × 64)", | |
| "shortDescription" : "", | |
| "shape" : "[128, 64]", | |
| "name" : "cos", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 128 × 64)", | |
| "shortDescription" : "", | |
| "shape" : "[128, 64]", | |
| "name" : "sin", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 1 × 64 × 512)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 1, 64, 512]", | |
| "name" : "mask", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "1", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 448)?", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 448]", | |
| "name" : "k_cache_0", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "1", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 448)?", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 448]", | |
| "name" : "v_cache_0", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "1", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 448)?", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 448]", | |
| "name" : "k_cache_1", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "1", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 448)?", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 448]", | |
| "name" : "v_cache_1", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "1", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 448)?", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 448]", | |
| "name" : "k_cache_2", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "1", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 32 × 128 × 448)?", | |
| "shortDescription" : "", | |
| "shape" : "[1, 32, 128, 448]", | |
| "name" : "v_cache_2", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "generatedClassName" : "Llama_2_7b_hf_2024_05_25_14_03_55_chunk4", | |
| "method" : "predict" | |
| } | |
| ] |