Model reference · open weights

react-native-executorch-whisper-tiny

Not for GPU servers Audio software-mansion Speech→text 1 build Open weights 144k dl/mo

react-native-executorch-whisper-tiny is an open-weight audio or speech model from software-mansion. Built for phones (ExecuTorch). It does not run on a GPU server.

  • react-native-executorch-whisper-tiny is a collection of Whisper Tiny models exported as ExecuTorch .pte programs for automatic speech recognition in React Native applications.
  • Published by software-mansion under the Apache 2.0 license, the repository provides variants for CoreML, MLX, Vulkan, and XNNPACK backends with precision options including fp16, bf16, int8, and fp32.
  • The models are compatible with the ExecuTorch v1.4.1 runtime and include file sizes ranging from 57.1 MB to 222 MB depending on the specific backend and precision configuration.

Summary of the software-mansion/react-native-executorch-whisper-tiny model card, 2026-10-01

What it is

Released bysoftware-mansion
Released2025-03-20

From the model card

What software-mansion says about react-native-executorch-whisper-tiny

Read the model card

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

Upstream model: whisper-tiny

Variants

PathBackendPrecision
coreml/whisper_tiny_coreml_fp16.ptecoremlfp16
mlx/whisper_tiny_mlx_bf16.ptemlxbf16
mlx/whisper_tiny_mlx_int8.ptemlxint8
vulkan/whisper_tiny_vulkan_int8.ptevulkanint8
vulkan/whisper_tiny_vulkan_fp16.ptevulkanfp16
xnnpack/whisper_tiny_xnnpack_fp32.ptexnnpackfp32

Repository structure

config.json                            34 B
coreml/config.json                     1.5 kB
coreml/whisper_tiny_coreml_fp16.pte    72.9 MB
mlx/config.json                        2.6 kB
mlx/whisper_tiny_mlx_bf16.pte          72.6 MB
mlx/whisper_tiny_mlx_int8.pte          57.1 MB
tokenizer.json                         2.4 MB
vulkan/config.json                     2.6 kB
vulkan/whisper_tiny_vulkan_fp16.pte    204 MB
vulkan/whisper_tiny_vulkan_int8.pte    124 MB
xnnpack/config.json                    1.4 kB
xnnpack/whisper_tiny_xnnpack_fp32.pte  222 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.

Quoted from the model card on Hugging Face. The full card is behind the Hugging Face link above.

How it works

How audio & music work

Audio or textinputAudio modelrecognise / synthesiseText or audiooutputSpeech-to-text turns audio into text; text-to-speech and music models turn text into audio.

Running it

Where it runs

Built for phones (ExecuTorch). It does not run on a GPU server.

© 2026 AxForge · EU-hosted AI infrastructure Pricing Docs Trust Privacy Terms