Model reference · open weights
whisper-tiny-ar-quran is an open-weight audio or speech model from tarteel-ai. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.
Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.
What it is
| Released by | tarteel-ai |
|---|---|
| Type | Audio & music |
| Task | Speech→text |
| Runs with | transformers |
| Released | 2022-12-08 |
| Popularity | 1k downloads / month |
| Licence | Open weights |
About
This model is a fine-tuned version of openai/whisper-tiny on the None dataset. It achieves the following results on the evaluation set:
More information needed
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More information needed
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.1766 | 0.05 | 500 | 0.2829 | 20.0236 |
| 0.1129 | 0.09 | 1000 | 0.1981 | 13.8364 |
| 0.0775 | 0.14 | 1500 | 0.1763 | 12.5450 |
| 0.0678 | 0.19 | 2000 | 0.1485 | 10.7302 |
| 0.0437 | 0.23 | 2500 | 0.1336 | 9.6693 |
| 0.0341 | 0.28 | 3000 | 0.1244 | 8.9602 |
| 0.0302 | 0.33 | 3500 | 0.1059 | 8.2224 |
| 0.0189 | 0.37 | 4000 | 0.1044 | 7.6902 |
| 0.0167 | 0.42 | 4500 | 0.0966 | 7.2643 |
| 0.0151 | 0.47 | 5000 | 0.0928 | 7.0535 |
From the published model card. Full card on the HuggingFace links in the sidebar.
Using it via the API
Once AxForge deploys whisper-tiny-ar-quran for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (whisper-tiny-ar-quran below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/audio/transcriptions \ -H "Authorization: Bearer $AXFORGE_API_KEY" \ -F model="whisper-tiny-ar-quran" -F file=@audio.mp3
Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.