Upload model openai_whisper-large-v3_947MB - QLoRA compressed encoder decoder variant
07d0e82
verified
[ | |
{ | |
"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 × 40960 × 1 × 1)", | |
"shortDescription" : "", | |
"shape" : "[1, 40960, 1, 1]", | |
"name" : "key_cache_updates", | |
"type" : "MultiArray" | |
}, | |
{ | |
"hasShapeFlexibility" : "0", | |
"isOptional" : "0", | |
"dataType" : "Float16", | |
"formattedType" : "MultiArray (Float16 1 × 40960 × 1 × 1)", | |
"shortDescription" : "", | |
"shape" : "[1, 40960, 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" : 8, | |
"mlProgramOperationTypeHistogram" : { | |
"Ios17.reshape" : 256, | |
"Ios16.reduceMean" : 195, | |
"Ios16.softmax" : 64, | |
"Ios17.matmul" : 128, | |
"Ios17.transpose" : 1, | |
"Split" : 2, | |
"Ios17.expandDims" : 6, | |
"Ios17.add" : 610, | |
"Ios17.sliceByIndex" : 20, | |
"Ios17.squeeze" : 1, | |
"Ios17.gather" : 2, | |
"Ios17.batchNorm" : 97, | |
"Ios16.gelu" : 32, | |
"Ios17.cast" : 1, | |
"Ios16.constexprLutToDense" : 320, | |
"Ios17.conv" : 960, | |
"Ios17.sub" : 98, | |
"Ios17.concat" : 3, | |
"Ios17.linear" : 1, | |
"Ios17.rsqrt" : 97, | |
"Ios17.mul" : 386 | |
}, | |
"computePrecision" : "Mixed (Float16, Float32, Int16, Int32)", | |
"isUpdatable" : "0", | |
"availability" : { | |
"macOS" : "14.0", | |
"tvOS" : "17.0", | |
"visionOS" : "1.0", | |
"watchOS" : "10.0", | |
"iOS" : "17.0", | |
"macCatalyst" : "17.0" | |
}, | |
"modelType" : { | |
"name" : "MLModelType_mlProgram" | |
}, | |
"userDefinedMetadata" : { | |
"com.github.apple.coremltools.source_dialect" : "TorchScript", | |
"com.github.apple.coremltools.source" : "torch==2.2.1", | |
"com.github.apple.coremltools.version" : "7.1" | |
}, | |
"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 × 40960 × 1 × 448)", | |
"shortDescription" : "", | |
"shape" : "[1, 40960, 1, 448]", | |
"name" : "key_cache", | |
"type" : "MultiArray" | |
}, | |
{ | |
"hasShapeFlexibility" : "0", | |
"isOptional" : "0", | |
"dataType" : "Float16", | |
"formattedType" : "MultiArray (Float16 1 × 40960 × 1 × 448)", | |
"shortDescription" : "", | |
"shape" : "[1, 40960, 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_0_bit", | |
"method" : "predict" | |
} | |
] |