software-mansion/react-native-executorch-whisper-tiny

1---2license: apache-2.03pipeline_tag: automatic-speech-recognition4library_name: executorch5---6 7# whisper-tiny8 9This repository hosts the **whisper-tiny** models exported for the10[React Native ExecuTorch](https://www.npmjs.com/package/react-native-executorch)11library as ExecuTorch `.pte` programs, ready to run on device.12 13Upstream model: [whisper-tiny](https://huggingface.co/openai/whisper-tiny)14 15## Variants16 17| Path | Backend | Precision |18| --- | --- | --- |19| `coreml/whisper_tiny_coreml_fp16.pte` | coreml | fp16 |20| `mlx/whisper_tiny_mlx_bf16.pte` | mlx | bf16 |21| `mlx/whisper_tiny_mlx_int8.pte` | mlx | int8 |22| `vulkan/whisper_tiny_vulkan_int8.pte` | vulkan | int8 |23| `vulkan/whisper_tiny_vulkan_fp16.pte` | vulkan | fp16 |24| `xnnpack/whisper_tiny_xnnpack_fp32.pte` | xnnpack | fp32 |25 26## Repository structure27 28```29config.json                            34 B30coreml/config.json                     1.5 kB31coreml/whisper_tiny_coreml_fp16.pte    72.9 MB32mlx/config.json                        2.6 kB33mlx/whisper_tiny_mlx_bf16.pte          72.6 MB34mlx/whisper_tiny_mlx_int8.pte          57.1 MB35tokenizer.json                         2.4 MB36vulkan/config.json                     2.6 kB37vulkan/whisper_tiny_vulkan_fp16.pte    204 MB38vulkan/whisper_tiny_vulkan_int8.pte    124 MB39xnnpack/config.json                    1.4 kB40xnnpack/whisper_tiny_xnnpack_fp32.pte  222 MB41```42 43## Compatibility44 45These files are published for the **ExecuTorch v1.4.1** runtime. ExecuTorch46gives no forward compatibility guarantee, so an older runtime may fail to load47them.48 49To use them in React Native ExecuTorch, pass the model constant shipped in the50library's model registry to the corresponding task pipeline. See the51[documentation](https://docs.swmansion.com/react-native-executorch/docs/fundamentals/downloading-models).52 53To load these files in your own ExecuTorch runtime, read the54[compatibility note](https://github.com/pytorch/executorch/blob/main/runtime/COMPATIBILITY.md)55first.56