varsan-g/hviske-v2-onnx
By varsan-g · ↓ 5 · ♥ 0 · Updated 2026-02-13
What's in this repo
This page lists the files in varsan-g/hviske-v2-onnx, including decoder_model_merged.onnx, decoder_model_merged_fp16.onnx, decoder_model_merged_int8.onnx and more.
- 12 ONNX models (.onnx files)
- 26 files, including 12 .onnx, 9 .json, 2 .onnx_data, 1 .md, 1 .txt
- Last updated 2026-02-13
ONNX files
| File | Size | Download |
|---|---|---|
| onnx/decoder_model_merged.onnx | — | Download |
| onnx/decoder_model_merged_fp16.onnx | — | Download |
| onnx/decoder_model_merged_int8.onnx | — | Download |
| onnx/decoder_model_merged_q4.onnx | — | Download |
| onnx/decoder_model_merged_q4f16.onnx | — | Download |
| onnx/decoder_model_merged_quantized.onnx | — | Download |
| onnx/encoder_model.onnx | — | Download |
| onnx/encoder_model_fp16.onnx | — | Download |
| onnx/encoder_model_int8.onnx | — | Download |
| onnx/encoder_model_q4.onnx | — | Download |
Showing 10 of 12 .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
library_name: transformers.js base_model: syvai/hviske-v2 tags:
- onnx
- whisper
- transformers.js
- automatic-speech-recognition
- speech-to-text
- danish
- da
- webgpu
- browser language:
- da pipeline_tag: automatic-speech-recognition license: openrail
Hviske v2 ONNX
ONNX export of syvai/hviske-v2 for use with Transformers.js in the browser.
Hviske v2 is a state-of-the-art Danish speech-to-text model, fine-tuned from openai/whisper-large-v3 on CoRal and Common Voice 17.0 datasets. Developed by syv.ai.
Performance
| Model | Parameters | CoRal CER | CoRal WER |
|---|---|---|---|
| syvai/hviske-v2 | 1540M | 4.7% | 11.8% |
| alexandrainst/roest-315 | 315M | 6.6% | 17.0% |
| openai/whisper-large-v3 | 1540M | 11.4% | 28.3% |
Usage with Transformers.js
import { pipeline } from '@huggingface/transformers'
const transcriber = await pipeline(
'automatic-speech-recognition',
'varsan-g/hviske-v2-onnx',
)
const result = await transcriber(audioData)
console.log(result.text)
Model Details
- Base model: openai/whisper-large-v3
- Fine-tuned by: syv.ai
- Language: Danish (da)
- License: OpenRAIL
- Format: ONNX (int8 quantized, single-file, no external data)
- Encoder: 615 MB
- Decoder: 932 MB
Conversion
Exported from PyTorch using Optimum and quantized with ONNX Runtime dynamic int8 quantization for browser compatibility:
optimum-cli export onnx --model syvai/hviske-v2 --task automatic-speech-recognition output/
File Structure
onnx/
encoder_model.onnx (615 MB)
decoder_model_merged.onnx (932 MB)
Model info
Created: 2026-02-12
Updated: 2026-02-13
View on Hugging Face