Model reference · open weights
Whisper-tunisian-codeswitch is an open-weight audio or speech model from oddadmix. 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 | oddadmix |
|---|---|
| Type | Audio & music |
| Task | Speech→text |
| Parameters (lead) | 1.5B |
| Based on | oddadmix/whisper-large-v3-tunisian-codeswitch-asr-v2 |
| Released | 2026-07-28 |
| Popularity | 673 downloads / month |
| Licence | Unknown |
About
Whisper-large-v3 full fine-tune for Tunisian Arabic ↔ French/English code-switched ASR (NADI 2026 shared task, subtask 1.3).
tun-asr-aug-v4 on FARUKxAUTO/tunisian-asr-cleaned (46K, dense
Tunisian↔French code-switch) + NADI TEDx train replay, 2 epochs, --spec_augment,
paged_adamw_8bit, lr 5e-6 (a single longer cosine schedule — 2 epochs is the sweet spot).language="ar", task="transcribe". Submit raw (scorer applies clean_transcription).from transformers import WhisperForConditionalGeneration, WhisperProcessor
import torch
m = WhisperForConditionalGeneration.from_pretrained("oddadmix/nadi2026-subtask1.3-tunisian-codeswitch-asr-faruk-v7", torch_dtype=torch.bfloat16).cuda().eval()
p = WhisperProcessor.from_pretrained("oddadmix/nadi2026-subtask1.3-tunisian-codeswitch-asr-faruk-v7")
# feats = p(audio, sampling_rate=16000, return_tensors="pt").input_features.cuda().to(torch.bfloat16)
# ids = m.generate(feats, language="ar", task="transcribe", max_new_tokens=256)
# print(p.batch_decode(ids, skip_special_tokens=True))
From the published model card. Full card on the HuggingFace links in the sidebar.
Using it via the API
Once AxForge deploys whisper-tunisian-codeswitch for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (whisper-tunisian-codeswitch 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-tunisian-codeswitch" -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.