Instructions to use ssmall256/HeartTranscriptor-oss-coreml with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- WhisperKit
How to use ssmall256/HeartTranscriptor-oss-coreml with WhisperKit:
# Install CLI with Homebrew on macOS device brew install whisperkit-cli # View all available inference options whisperkit-cli transcribe --help # Download and run inference using whisper base model whisperkit-cli transcribe --audio-path /path/to/audio.mp3 # Or use your preferred model variant whisperkit-cli transcribe --model "large-v3" --model-prefix "distil" --audio-path /path/to/audio.mp3 --verbose
- Notebooks
- Google Colab
- Kaggle
Download HeartTranscriptor-whisperkit-6bit/TextDecoder.mlmodelc/metadata.json from ssmall256/HeartTranscriptor-oss-coreml: direct link, hf CLI and curl.
- Browser
- Download file 5.12 kB
-
https://huggingface.co/ssmall256/HeartTranscriptor-oss-coreml/resolve/main/HeartTranscriptor-whisperkit-6bit/TextDecoder.mlmodelc/metadata.json
- Command line
-
hf download hf://ssmall256/HeartTranscriptor-oss-coreml/HeartTranscriptor-whisperkit-6bit/TextDecoder.mlmodelc/metadata.json
-
curl -L -o metadata.json https://huggingface.co/ssmall256/HeartTranscriptor-oss-coreml/resolve/main/HeartTranscriptor-whisperkit-6bit/TextDecoder.mlmodelc/metadata.json
5.12 kB
| [ | |
| { | |
| "metadataOutputVersion" : "3.0", | |
| "storagePrecision" : "Mixed (Float16, Int32, Palettized (11 bits), Palettized (12 bits), Palettized (14 bits), UInt6)", | |
| "outputSchema" : [ | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 1 × 51865)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 1, 51865]", | |
| "name" : "logits", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 24576 × 1 × 1)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 24576, 1, 1]", | |
| "name" : "key_cache_updates", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 24576 × 1 × 1)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 24576, 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" : 9, | |
| "mlProgramOperationTypeHistogram" : { | |
| "Ios18.expandDims" : 6, | |
| "Ios18.softmax" : 48, | |
| "Ios18.mul" : 144, | |
| "Ios18.matmul" : 96, | |
| "Ios18.batchNorm" : 73, | |
| "Ios16.reduceMean" : 1, | |
| "Split" : 2, | |
| "Ios18.greaterEqual" : 2, | |
| "Select" : 2, | |
| "Ios18.gather" : 2, | |
| "Ios18.add" : 147, | |
| "Ios18.layerNorm" : 73, | |
| "Ios18.reshape" : 192, | |
| "Ios18.constexprLutToDense" : 241, | |
| "Ios18.conv" : 240, | |
| "Ios18.gelu" : 24, | |
| "Ios18.linear" : 1, | |
| "Ios18.sub" : 1, | |
| "Ios18.cast" : 1, | |
| "Ios18.transpose" : 1, | |
| "Ios18.concat" : 3, | |
| "Ios18.squeeze" : 1, | |
| "Ios18.sliceByIndex" : 12 | |
| }, | |
| "computePrecision" : "Mixed (Float16, Int32, UInt16)", | |
| "isUpdatable" : "0", | |
| "stateSchema" : [ | |
| ], | |
| "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.conversion_date" : "2026-10-17", | |
| "com.github.apple.coremltools.source" : "torch==2.5.0", | |
| "com.github.apple.coremltools.version" : "9.0", | |
| "com.github.apple.coremltools.source_dialect" : "TorchScript" | |
| }, | |
| "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 × 24576 × 1 × 448)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 24576, 1, 448]", | |
| "name" : "key_cache", | |
| "type" : "MultiArray" | |
| }, | |
| { | |
| "hasShapeFlexibility" : "0", | |
| "isOptional" : "0", | |
| "dataType" : "Float16", | |
| "formattedType" : "MultiArray (Float16 1 × 24576 × 1 × 448)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 24576, 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 × 1024 × 1 × 1500)", | |
| "shortDescription" : "", | |
| "shape" : "[1, 1024, 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_p6", | |
| "method" : "predict" | |
| } | |
| ] |