Windy TranslateCatalan, Occitan and Spanish to English translation model translate-tc-big-cat_oci_spa-en
Open machine translation from Catalan, Occitan and Spanish into English, published by Windstorm Labs on Hugging Face.
- Task
- Translation: Catalan, Occitan and Spanish → English
- Languages
- Catalan ca, Occitan oc, Spanish es, English en
- Lineage
- OPUS-MT tc-big
- Format
- transformers (Marian), safetensors
- Hugging Face
- WindyTranslate/translate-tc-big-cat_oci_spa-en
- Last updated on HF
- 2026-08-03
Quality
Not yet scored. FLORES-200 has no test set for Catalan, Occitan and Spanish → English, 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-tc-big-cat_oci_spa-en"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForSeq2SeqLM.from_pretrained(repo)
batch = tok(["<Catalan, Occitan and Spanish 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
- CC-BY-4.0
- Upstream
- Helsinki-NLP/opus-mt-tc-big-cat_oci_spa-en
- Upstream licence
- CC-BY-4.0
- Attribution
- Based on OPUS-MT model Helsinki-NLP/opus-mt-tc-big-cat_oci_spa-en by Helsinki-NLP (Language Technology Research Group, University of Helsinki). Licensed CC-BY-4.0.
Copy this into your NOTICE file (or equivalent) when you ship the model:
NOTICE
This product uses the model WindyTranslate/translate-tc-big-cat_oci_spa-en
(https://huggingface.co/WindyTranslate/translate-tc-big-cat_oci_spa-en), published by Windstorm Labs (https://windstormlabs.com).
Based on OPUS-MT model Helsinki-NLP/opus-mt-tc-big-cat_oci_spa-en by Helsinki-NLP (Language Technology Research Group, University of Helsinki). Licensed CC-BY-4.0.
Windstorm Labs modified the upstream weights; the model card describes what was changed.
Licensed under Creative Commons Attribution 4.0 International: https://creativecommons.org/licenses/by/4.0/This is a convenience, not legal advice. See Licensing.
Related models
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| English to Catalan, Occitan and Spanish translate-tc-big-en-cat_oci_spa | not in FLORES-200 | CC-BY-4.0 |
| Bulgarian to English translate-tc-big-bg-en | 68.8 Excellent | CC-BY-4.0 |
| Swedish to English translate-sv-en | 67.8 Excellent | Apache-2.0 |
| Danish to English translate-da-en | 66.3 Excellent | Apache-2.0 |
| French to English translate-tc-big-fr-en | 66.2 Excellent | CC-BY-4.0 |
| Maltese to English translate-mt-en | 65.7 Excellent | Apache-2.0 |
| German to English translate-de-en | 65.4 Excellent | Apache-2.0 |
| Hebrew to English translate-tc-big-he-en | 64.6 Excellent | CC-BY-4.0 |