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

Name: react-native-executorch-whisper-base
Availability: InStock

apache-2.0

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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.

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

whisper-base

Variants

Repository structure

Compatibility

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