Download dist/ASRModels.bundle/tower.mlmodelc/metadata.json from Edge0/Audio8-ASR-0.1B-iOS-ANE: direct link, hf CLI and curl.
- Browser
- Download file 7.72 kB
-
https://huggingface.co/Edge0/Audio8-ASR-0.1B-iOS-ANE/resolve/main/dist/ASRModels.bundle/tower.mlmodelc/metadata.json
- Command line
-
hf download hf://Edge0/Audio8-ASR-0.1B-iOS-ANE/dist/ASRModels.bundle/tower.mlmodelc/metadata.json
-
curl -L -o metadata.json https://huggingface.co/Edge0/Audio8-ASR-0.1B-iOS-ANE/resolve/main/dist/ASRModels.bundle/tower.mlmodelc/metadata.json
7.72 kB
| [ | |
| { | |
| "metadataOutputVersion" : "3.0", | |
| "storagePrecision" : "Mixed (Float16, Int8)", | |
| "outputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 390 × 1024)", | |
| "shortDescription" : "", | |
| "shape" : "[390, 1024]", | |
| "name" : "hidden", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "modelParameters" : [ | |
| ], | |
| "specificationVersion" : 9, | |
| "functions" : [ | |
| { | |
| "inputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float32", | |
| "formattedType" : "MultiArray (Float32 1 × 128 × 500)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 128, 500]", | |
| "name" : "audios", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float32", | |
| "formattedType" : "MultiArray (Float32 1 × 1 × 65 × 65)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 1, 65, 65]", | |
| "name" : "attn_mask", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "computePrecision" : "Mixed (Float16, Int32)", | |
| "storagePrecision" : "Mixed (Float16, Int8)", | |
| "stateSchema" : [ | |
| ], | |
| "outputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 65 × 1024)", | |
| "shortDescription" : "", | |
| "shape" : "[65, 1024]", | |
| "name" : "hidden", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "name" : "tower_5s", | |
| "mlProgramOperationTypeHistogram" : { | |
| "Ios18.linear" : 119, | |
| "Ios18.conv" : 3, | |
| "Ios18.expandDims" : 55, | |
| "Ios18.matmul" : 36, | |
| "Ios18.gelu" : 26, | |
| "Ios16.constexprAffineDequantize" : 123, | |
| "Ios18.add" : 59, | |
| "Ios18.softmax" : 18, | |
| "Ios18.sliceByIndex" : 1, | |
| "Ios18.layerNorm" : 42, | |
| "Ios18.transpose" : 75, | |
| "Ios18.cast" : 2, | |
| "Ios18.squeeze" : 18, | |
| "Ios18.reshape" : 75, | |
| "Ios18.mul" : 18 | |
| } | |
| }, | |
| { | |
| "inputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float32", | |
| "formattedType" : "MultiArray (Float32 1 × 128 × 1000)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 128, 1000]", | |
| "name" : "audios", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float32", | |
| "formattedType" : "MultiArray (Float32 1 × 1 × 130 × 130)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 1, 130, 130]", | |
| "name" : "attn_mask", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "computePrecision" : "Mixed (Float16, Int32)", | |
| "storagePrecision" : "Mixed (Float16, Int8)", | |
| "stateSchema" : [ | |
| ], | |
| "outputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 130 × 1024)", | |
| "shortDescription" : "", | |
| "shape" : "[130, 1024]", | |
| "name" : "hidden", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "name" : "tower_10s", | |
| "mlProgramOperationTypeHistogram" : { | |
| "Ios18.linear" : 119, | |
| "Ios18.conv" : 3, | |
| "Ios18.expandDims" : 55, | |
| "Ios18.matmul" : 36, | |
| "Ios18.gelu" : 26, | |
| "Ios16.constexprAffineDequantize" : 123, | |
| "Ios18.add" : 59, | |
| "Ios18.softmax" : 18, | |
| "Ios18.sliceByIndex" : 1, | |
| "Ios18.layerNorm" : 42, | |
| "Ios18.transpose" : 75, | |
| "Ios18.cast" : 2, | |
| "Ios18.squeeze" : 18, | |
| "Ios18.reshape" : 75, | |
| "Ios18.mul" : 18 | |
| } | |
| }, | |
| { | |
| "inputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float32", | |
| "formattedType" : "MultiArray (Float32 1 × 128 × 3000)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 128, 3000]", | |
| "name" : "audios", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float32", | |
| "formattedType" : "MultiArray (Float32 1 × 1 × 390 × 390)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 1, 390, 390]", | |
| "name" : "attn_mask", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "computePrecision" : "Mixed (Float16, Int32)", | |
| "storagePrecision" : "Mixed (Float16, Int8)", | |
| "stateSchema" : [ | |
| ], | |
| "outputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 390 × 1024)", | |
| "shortDescription" : "", | |
| "shape" : "[390, 1024]", | |
| "name" : "hidden", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "name" : "tower_30s", | |
| "mlProgramOperationTypeHistogram" : { | |
| "Ios18.linear" : 119, | |
| "Ios18.conv" : 3, | |
| "Ios18.expandDims" : 55, | |
| "Ios18.matmul" : 36, | |
| "Ios18.gelu" : 26, | |
| "Ios16.constexprAffineDequantize" : 123, | |
| "Ios18.add" : 59, | |
| "Ios18.softmax" : 18, | |
| "Ios18.sliceByIndex" : 1, | |
| "Ios18.layerNorm" : 42, | |
| "Ios18.transpose" : 75, | |
| "Ios18.cast" : 2, | |
| "Ios18.squeeze" : 18, | |
| "Ios18.reshape" : 75, | |
| "Ios18.mul" : 18 | |
| } | |
| } | |
| ], | |
| "mlProgramOperationTypeHistogram" : { | |
| "Ios18.linear" : 119, | |
| "Ios18.conv" : 3, | |
| "Ios18.expandDims" : 55, | |
| "Ios18.matmul" : 36, | |
| "Ios18.gelu" : 26, | |
| "Ios16.constexprAffineDequantize" : 123, | |
| "Ios18.add" : 59, | |
| "Ios18.softmax" : 18, | |
| "Ios18.sliceByIndex" : 1, | |
| "Ios18.layerNorm" : 42, | |
| "Ios18.transpose" : 75, | |
| "Ios18.cast" : 2, | |
| "Ios18.squeeze" : 18, | |
| "Ios18.reshape" : 75, | |
| "Ios18.mul" : 18 | |
| }, | |
| "isUpdatable" : "0", | |
| "stateSchema" : [ | |
| ], | |
| "availability" : { | |
| "macOS" : "15.0", | |
| "tvOS" : "18.0", | |
| "visionOS" : "2.0", | |
| "watchOS" : "11.0", | |
| "iOS" : "18.0", | |
| "macCatalyst" : "18.0" | |
| }, | |
| "computePrecision" : "Mixed (Float16, Int32)", | |
| "modelType" : { | |
| "name" : "MLModelType_mlProgram" | |
| }, | |
| "inputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float32", | |
| "formattedType" : "MultiArray (Float32 1 × 128 × 3000)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 128, 3000]", | |
| "name" : "audios", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float32", | |
| "formattedType" : "MultiArray (Float32 1 × 1 × 390 × 390)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 1, 390, 390]", | |
| "name" : "attn_mask", | |
| "type" : "MultiArray" | |
| } | |
| ], | |
| "defaultFunctionName" : "tower_30s", | |
| "generatedClassName" : "audio_tower_multifunction_w8", | |
| "userDefinedMetadata" : { | |
| }, | |
| "method" : "predict" | |
| } | |
| ] |