Modelpublic

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

sourceHugging Faceapache-2.0updated 12d agoView on Hugging Face

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Model Card

whisper-tiny.en

This repository hosts the whisper-tiny.en models exported for the React Native ExecuTorch library as ExecuTorch .pte programs, ready to run on device.

Upstream model: whisper-tiny.en

Variants

Path	Backend	Precision
`coreml/whisper_tiny_en_coreml_fp16.pte`	coreml	fp16
`mlx/whisper_tiny_en_mlx_bf16.pte`	mlx	bf16
`mlx/whisper_tiny_en_mlx_int8.pte`	mlx	int8
`vulkan/whisper_tiny_en_vulkan_int8.pte`	vulkan	int8
`vulkan/whisper_tiny_en_vulkan_fp16.pte`	vulkan	fp16
`xnnpack/whisper_tiny_en_xnnpack_int8.pte`	xnnpack	int8
`xnnpack/whisper_tiny_en_xnnpack_fp32.pte`	xnnpack	fp32

Repository structure

config.json                               37 B
coreml/config.json                        1.5 kB
coreml/whisper_tiny_en_coreml_fp16.pte    72.9 MB
mlx/config.json                           2.6 kB
mlx/whisper_tiny_en_mlx_bf16.pte          72.6 MB
mlx/whisper_tiny_en_mlx_int8.pte          57.1 MB
tokenizer.json                            2.3 MB
vulkan/config.json                        2.6 kB
vulkan/whisper_tiny_en_vulkan_fp16.pte    204 MB
vulkan/whisper_tiny_en_vulkan_int8.pte    124 MB
xnnpack/config.json                       2.6 kB
xnnpack/whisper_tiny_en_xnnpack_fp32.pte  222 MB
xnnpack/whisper_tiny_en_xnnpack_int8.pte  168 MB

Compatibility

These files are published for the ExecuTorch v1.4.1 runtime. ExecuTorch gives no forward compatibility guarantee, so an older runtime may fail to load them.

To use them in React Native ExecuTorch, pass the model constant shipped in the library's model registry to the corresponding task pipeline. See the documentation.

To load these files in your own ExecuTorch runtime, read the compatibility note first.