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

🤗 Hugging Face sourceautomatic-speech-recognitionapache-2.04.0 GBother✓ 6 checksumsupdated today
Submit in one command

Run it next to your model folder. It makes the torrent, checks your files against Hugging Face, and submits it. You just start seeding and paste your key from your account. It only reads your files and never changes them. Read the script first if you like.

curl -fsSL https://pirateface.co/package.sh | bash -s -- --repo software-mansion/react-native-executorch-whisper-base ./model-folder
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whisper-base

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

Upstream model: whisper-base

Variants

Path Backend Precision
coreml/whisper_base_coreml_fp16.pte coreml fp16
mlx/whisper_base_mlx_bf16.pte mlx bf16
mlx/whisper_base_mlx_int8.pte mlx int8
vulkan/whisper_base_vulkan_fp16.pte vulkan fp16
vulkan/whisper_base_vulkan_int8.pte vulkan int8
xnnpack/whisper_base_xnnpack_fp32.pte xnnpack fp32

Repository structure

config.json                            34 B
coreml/config.json                     1.5 kB
coreml/whisper_base_coreml_fp16.pte    140 MB
mlx/config.json                        2.6 kB
mlx/whisper_base_mlx_bf16.pte          139 MB
mlx/whisper_base_mlx_int8.pte          97.8 MB
tokenizer.json                         2.4 MB
vulkan/config.json                     2.6 kB
vulkan/whisper_base_vulkan_fp16.pte    335 MB
vulkan/whisper_base_vulkan_int8.pte    196 MB
xnnpack/config.json                    1.4 kB
xnnpack/whisper_base_xnnpack_fp32.pte  380 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.