Romance languages (OPUS-MT group) to English translation model translate-ROMANCE-en

Open machine translation from Romance languages (OPUS-MT group) into English, published by Windstorm Labs on Hugging Face.

How to run

pip install transformers sentencepiece torch

from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

# This repository keeps its weights in a subfolder.
repo, sub = "WindyTranslate/translate-ROMANCE-en", "lora"
tok = AutoTokenizer.from_pretrained(repo, subfolder=sub)
model = AutoModelForSeq2SeqLM.from_pretrained(repo, subfolder=sub)

batch = tok(["<Romance languages (OPUS-MT group) 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-af-de (subfolder "lora") with transformers 5.18.0 on CPU. Not run on every model individually.

Licence and attribution

Licence

CC-BY-4.0 licence under review

Upstream

Helsinki-NLP/opus-mt-ROMANCE-en (inferred from the repository name)

Upstream licence

Apache-2.0

Attribution

Based on OPUS-MT model Helsinki-NLP/opus-mt-ROMANCE-en by Helsinki-NLP (Language Technology Research Group, University of Helsinki). Licensed Apache-2.0.

Under review: the Hugging Face card for this repository is tagged CC-BY-4.0, but its upstream (Helsinki-NLP/opus-mt-ROMANCE-en) is published under Apache-2.0. Until this is resolved, keep the upstream Apache-2.0 terms and attribution with any copy you distribute.

Copy this into your NOTICE file (or equivalent) when you ship the model:

This product uses the model WindyTranslate/translate-ROMANCE-en
(https://huggingface.co/WindyTranslate/translate-ROMANCE-en), published by Windstorm Labs (https://windstormlabs.com).
Based on OPUS-MT model Helsinki-NLP/opus-mt-ROMANCE-en by Helsinki-NLP (Language Technology Research Group, University of Helsinki). Licensed Apache-2.0.
See the model card for the changes Windstorm Labs made.
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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