Xenova/whisper-base
By Xenova · ↓ 8.7K · ♥ 8 · Updated 2025-12-16
What's in this repo
This page lists the files in Xenova/whisper-base, including decoder_model.onnx, decoder_model_bnb4.onnx, decoder_model_fp16.onnx and more.
- 31 ONNX models (.onnx files)
- 45 files, including 31 .onnx, 11 .json, 1 .md, 1 .txt
- Repository size ~2.8 GB
- Last updated 2025-12-16
ONNX files
| File | Size | Download |
|---|---|---|
| onnx/decoder_model.onnx | 199 MB | Download |
| onnx/decoder_model_bnb4.onnx | 116 MB | Download |
| onnx/decoder_model_fp16.onnx | 99.4 MB | Download |
| onnx/decoder_model_int8.onnx | 152 MB | Download |
| onnx/decoder_model_merged.onnx | 199 MB | Download |
| onnx/decoder_model_merged_bnb4.onnx | 116 MB | Download |
| onnx/decoder_model_merged_fp16.onnx | 99.9 MB | Download |
| onnx/decoder_model_merged_int8.onnx | 51.2 MB | Download |
| onnx/decoder_model_merged_q4.onnx | 118 MB | Download |
| onnx/decoder_model_merged_q4f16.onnx | 65.4 MB | Download |
Showing 10 of 31 .onnx files — see the full file list on the right.
How to use
These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.
README
https://huggingface.co/openai/whisper-base with ONNX weights to be compatible with Transformers.js.
Usage (Transformers.js)
If you haven't already, you can install the Transformers.js JavaScript library from NPM using:
npm i @huggingface/transformers
Example: Transcribe audio from a URL.
import { pipeline } from '@huggingface/transformers';
const transcriber = await pipeline('automatic-speech-recognition', 'Xenova/whisper-base');
const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/jfk.wav';
const output = await transcriber(url);
Note: Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web-ready, we recommend converting to ONNX using 🤗 Optimum and structuring your repo like this one (with ONNX weights located in a subfolder named onnx).
Model info
Created: 2023-05-03
Updated: 2025-12-16
View on Hugging Face