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North Germanic languages to Arabic translation model translate-tc-big-gmq-ar

Open machine translation from North Germanic languages into Arabic, published by Windstorm Labs on Hugging Face.

Download on Hugging FaceHow to run
Task
Translation: North Germanic languages → Arabic
Languages
North Germanic languages gmq, Arabic ar
Lineage
OPUS-MT tc-big
Format
transformers (Marian), safetensors
Hugging Face
WindyTranslate/translate-tc-big-gmq-ar
Last updated on HF
2026-08-04

Quality

Not yet scored. FLORES-200 has no test set for North Germanic languages → Arabic, 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-gmq-ar"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForSeq2SeqLM.from_pretrained(repo)

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

ModelchrF++ (FLORES-200 dev)Licence
Arabic to North Germanic languages
translate-tc-big-ar-gmq		not in FLORES-200CC-BY-4.0
German to Arabic
translate-de-ar		not in FLORES-200Apache-2.0
Greek to Arabic
translate-el-ar		not in FLORES-200Apache-2.0
English to Arabic language-verified
translate-en-ar		not in FLORES-200Apache-2.0
Spanish to Arabic
translate-es-ar		not in FLORES-200Apache-2.0
French to Arabic
translate-fr-ar		not in FLORES-200Apache-2.0
North Germanic languages to English
translate-gmq-en		not in FLORES-200Apache-2.0
North Germanic languages to North Germanic languages
translate-gmq-gmq		not in FLORES-200Apache-2.0