Windy TranslateYoruba to Finnish translation model translate-yo-fi
Open machine translation from Yoruba into Finnish, published by Windstorm Labs on Hugging Face.
- Task
- Translation: Yoruba → Finnish
- Languages
- Yoruba yo, Finnish fi
- Lineage
- OPUS-MT
- Format
- transformers (Marian), safetensors
- Hugging Face
- WindyTranslate/translate-yo-fi
- Last updated on HF
- 2026-08-04
Quality
| Benchmark | chrF++ | BLEU | Band | Measured |
|---|---|---|---|---|
| FLORES-200 dev, 48 sentences | 14.56 | 0.42 | Not recommended | 2026-08-04 |
A screening score on 48 sentences, not a publication result. Bands: Excellent ≥ 60, Good 45–60, Usable 30–45, Limited 15–30, Not recommended < 15. Method and caveats.
Recorded output (sentence 1, first 110 characters)
- Source
- Àwọn onímọ̀ ìjìnlẹ̀ sáyẹ̀nsì láti ilé ìkẹ́ẹ̀kọ́ gíga ti ìsègun Stanford lọ́jọ́ ajé ti kéde ìdásílẹ̀ irinṣẹ́ ìw…
- Reference
- Stanfordin yliopiston lääketieteen laitoksen tutkijat ilmoittivat maanantaina uuden diagnostiikkatyökalun keks…
- This model
- Mukautettu työtilanvaihdin- sìneraanimoitus on uusinettokone transsitionsmainture. Jos arvo on suurempi kuin 0
How to run
Shell
pip install transformers sentencepiece torchPython
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
repo = "WindyTranslate/translate-yo-fi"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForSeq2SeqLM.from_pretrained(repo)
batch = tok(["<Yoruba text>"], return_tensors="pt", padding=True)
print(tok.batch_decode(model.generate(**batch), skip_special_tokens=True)[0])Tested: Pattern run on 2026-10-01 against WindyTranslate/translate-tc-big-en-fr with transformers 4.57.6 and 5.18.0 on CPU ("Où se trouve la gare ?"); multi-target token prefix run against translate-tc-bible-big-mul-deu_eng_nld. Not run on every model individually.
Licence and attribution
- Licence
- Apache-2.0
- Upstream
- Helsinki-NLP/opus-mt-yo-fi
- Upstream licence
- Apache-2.0
- Attribution
- Based on OPUS-MT model Helsinki-NLP/opus-mt-yo-fi by Helsinki-NLP (Language Technology Research Group, University of Helsinki). Licensed Apache-2.0.
Copy this into your NOTICE file (or equivalent) when you ship the model:
NOTICE
This product uses the model WindyTranslate/translate-yo-fi
(https://huggingface.co/WindyTranslate/translate-yo-fi), published by Windstorm Labs (https://windstormlabs.com).
Based on OPUS-MT model Helsinki-NLP/opus-mt-yo-fi by Helsinki-NLP (Language Technology Research Group, University of Helsinki). Licensed Apache-2.0.
Windstorm Labs modified the upstream weights; the model card describes what was changed.
Licensed under the Apache License, Version 2.0: https://www.apache.org/licenses/LICENSE-2.0This is a convenience, not legal advice. See Licensing.
Related models
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| Finnish to Yoruba translate-fi-yo | 14.7 Not recommended | Apache-2.0 |
| English to Finnish translate-tc-big-en-fi | 57.1 Good | CC-BY-4.0 |
| English to Finnish translate-en-fi | 53.0 Good | Apache-2.0 |
| Swedish to Finnish translate-sv-fi | 50.5 Good | Apache-2.0 |
| Danish to Finnish translate-da-fi | 48.9 Good | Apache-2.0 |
| German to Finnish translate-de-fi | 47.3 Good | Apache-2.0 |
| Estonian to Finnish translate-et-fi | 46.5 Good | Apache-2.0 |
| Croatian to Finnish translate-hr-fi | 46.5 Good | Apache-2.0 |