[ { "metadataOutputVersion" : "3.0", "storagePrecision" : "Mixed (Float16, Palettized (4 bits), Palettized (6 bits))", "outputSchema" : [ { "hasShapeFlexibility" : "0", "isOptional" : "0", "dataType" : "Float16", "formattedType" : "MultiArray (Float16 1 × 1 × 51866)", "shortDescription" : "", "shape" : "[1, 1, 51866]", "name" : "logits", "type" : "MultiArray" }, { "hasShapeFlexibility" : "0", "isOptional" : "0", "dataType" : "Float16", "formattedType" : "MultiArray (Float16 1 × 5120 × 1 × 1)", "shortDescription" : "", "shape" : "[1, 5120, 1, 1]", "name" : "key_cache_updates", "type" : "MultiArray" }, { "hasShapeFlexibility" : "0", "isOptional" : "0", "dataType" : "Float16", "formattedType" : "MultiArray (Float16 1 × 5120 × 1 × 1)", "shortDescription" : "", "shape" : "[1, 5120, 1, 1]", "name" : "value_cache_updates", "type" : "MultiArray" }, { "hasShapeFlexibility" : "0", "isOptional" : "0", "dataType" : "Float16", "formattedType" : "MultiArray (Float16 1 × 1500)", "shortDescription" : "", "shape" : "[1, 1500]", "name" : "alignment_heads_weights", "type" : "MultiArray" } ], "modelParameters" : [ ], "specificationVersion" : 7, "mlProgramOperationTypeHistogram" : { "Transpose" : 1, "Ios16.gather" : 2, "Squeeze" : 1, "Ios16.reduceMean" : 1, "Ios16.softmax" : 8, "Split" : 2, "Ios16.linear" : 1, "Ios16.add" : 65, "Concat" : 3, "ExpandDims" : 6, "Ios16.sub" : 1, "Ios16.conv" : 120, "Ios16.gelu" : 4, "Ios16.constexprLutToDense" : 40, "Ios16.matmul" : 16, "Ios16.layerNorm" : 13, "Ios16.batchNorm" : 13, "Ios16.reshape" : 32, "SliceByIndex" : 12, "Ios16.mul" : 24 }, "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.version" : "8.0", "com.github.apple.coremltools.source" : "torch==2.4.1" }, "inputSchema" : [ { "hasShapeFlexibility" : "0", "isOptional" : "0", "dataType" : "Int32", "formattedType" : "MultiArray (Int32 1)", "shortDescription" : "", "shape" : "[1]", "name" : "input_ids", "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 × 5120 × 1 × 448)", "shortDescription" : "", "shape" : "[1, 5120, 1, 448]", "name" : "key_cache", "type" : "MultiArray" }, { "hasShapeFlexibility" : "0", "isOptional" : "0", "dataType" : "Float16", "formattedType" : "MultiArray (Float16 1 × 5120 × 1 × 448)", "shortDescription" : "", "shape" : "[1, 5120, 1, 448]", "name" : "value_cache", "type" : "MultiArray" }, { "hasShapeFlexibility" : "0", "isOptional" : "0", "dataType" : "Float16", "formattedType" : "MultiArray (Float16 1 × 448)", "shortDescription" : "", "shape" : "[1, 448]", "name" : "kv_cache_update_mask", "type" : "MultiArray" }, { "hasShapeFlexibility" : "0", "isOptional" : "0", "dataType" : "Float16", "formattedType" : "MultiArray (Float16 1 × 1280 × 1 × 1500)", "shortDescription" : "", "shape" : "[1, 1280, 1, 1500]", "name" : "encoder_output_embeds", "type" : "MultiArray" }, { "hasShapeFlexibility" : "0", "isOptional" : "0", "dataType" : "Float16", "formattedType" : "MultiArray (Float16 1 × 448)", "shortDescription" : "", "shape" : "[1, 448]", "name" : "decoder_key_padding_mask", "type" : "MultiArray" } ], "generatedClassName" : "TextDecoder_mixedBitPalettized_4_1_bit", "method" : "predict" } ]