Windy TranslateFinno-Ugrian languages to Finno-Ugrian languages translation model translate-fiu-fiu
Open machine translation from Finno-Ugrian languages into Finno-Ugrian languages, published by Windstorm Labs on Hugging Face. This model covers several target languages; see the snippet for the target token.
- Task
- Translation: Finno-Ugrian languages → Finno-Ugrian languages
- Languages
- Finno-Ugrian languages fiu
- Lineage
- OPUS-MT
- Format
- transformers (Marian), safetensors
- Hugging Face
- WindyTranslate/translate-fiu-fiu
- Last updated on HF
- 2026-08-04
Quality
Not yet scored. FLORES-200 has no test set for Finno-Ugrian languages → Finno-Ugrian languages, so this pair is outside the screening run.
How to run
Shell
pip install transformers sentencepiece torchPython
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
repo = "WindyTranslate/translate-fiu-fiu"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForSeq2SeqLM.from_pretrained(repo)
# Several target languages: start each input with a target token such as >>xxx<<.
# The valid tokens are listed in the upstream model card.
batch = tok([">>xxx<< <Finno-Ugrian languages 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-fiu-fiu
- Upstream licence
- Apache-2.0
- Attribution
- Based on OPUS-MT model Helsinki-NLP/opus-mt-fiu-fiu 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-fiu-fiu
(https://huggingface.co/WindyTranslate/translate-fiu-fiu), published by Windstorm Labs (https://windstormlabs.com).
Based on OPUS-MT model Helsinki-NLP/opus-mt-fiu-fiu 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 |
|---|---|---|
| English to Finno-Ugrian languages translate-en-fiu | not in FLORES-200 | Apache-2.0 |
| Finno-Ugrian languages to English translate-fiu-en | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Finno-Ugrian languages translate-tc-bible-big-deu_eng_fra_por_spa-fiu | not in FLORES-200 | Apache-2.0 |
| Finno-Ugrian languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-fiu-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Finno-Ugrian languages to English translate-tc-bible-big-fiu-en | not in FLORES-200 | Apache-2.0 |
| Finno-Ugrian languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-fiu-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Finno-Ugrian languages translate-tcbig-bible_deu_eng_fra_por_spa-fiu | not in FLORES-200 | Apache-2.0 |
| Finno-Ugrian languages to German, English, French, Portuguese and Spanish translate-tcbig-bible_fiu-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |