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Italic languages to Basque translation model translate-tc-big-itc-eu

Open machine translation from Italic languages into Basque, published by Windstorm Labs on Hugging Face.

Task: Translation: Italic languages → Basque
Languages: Italic languages itc, Basque eu
Lineage: OPUS-MT tc-big
Format: transformers (Marian), safetensors
Hugging Face: WindyTranslate/translate-tc-big-itc-eu
Last updated on HF: 2026-08-04

Quality

Not yet scored. FLORES-200 has no test set for Italic languages → Basque, so this pair is outside the screening run.

How to run

Shell

pip install transformers sentencepiece torch

Python

from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

repo = "WindyTranslate/translate-tc-big-itc-eu"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForSeq2SeqLM.from_pretrained(repo)

batch = tok(["<Italic 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: CC-BY-4.0
Upstream: Helsinki-NLP/opus-mt-tc-big-itc-eu
Upstream licence: CC-BY-4.0
Attribution: Based on OPUS-MT model Helsinki-NLP/opus-mt-tc-big-itc-eu 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-itc-eu
(https://huggingface.co/WindyTranslate/translate-tc-big-itc-eu), published by Windstorm Labs (https://windstormlabs.com).
Based on OPUS-MT model Helsinki-NLP/opus-mt-tc-big-itc-eu 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.

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Model	chrF++ (FLORES-200 dev)	Licence
Basque to Italic languages translate-tc-big-eu-itc	not in FLORES-200	CC-BY-4.0
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English to Basque translate-en-eu	41.2 Usable	Apache-2.0
German to Basque translate-de-eu	27.5 Limited	Apache-2.0
Russian to Basque translate-ru-eu	23.6 Limited	Apache-2.0
Italic languages to English translate-itc-en	not in FLORES-200	Apache-2.0
Italic languages to Italic languages translate-itc-itc	not in FLORES-200	Apache-2.0
English to Basque translate-synthetic-en-eu	not in FLORES-200	CC-BY-4.0