Windy TranslateArabic to Polish translation model translate-ar-pl
Open machine translation from Arabic into Polish, published by Windstorm Labs on Hugging Face.
- Task
- Translation: Arabic → Polish
- Languages
- Arabic ar, Polish pl
- Lineage
- OPUS-MT
- Format
- transformers (Marian), safetensors
- Hugging Face
- WindyTranslate/translate-ar-pl
- Last updated on HF
- 2026-07-30
Quality
Not yet scored. FLORES-200 has no test set for Arabic → Polish, 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-ar-pl"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForSeq2SeqLM.from_pretrained(repo)
batch = tok(["<Arabic 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-ar-pl
- Upstream licence
- Apache-2.0
- Attribution
- Based on OPUS-MT model Helsinki-NLP/opus-mt-ar-pl 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-ar-pl
(https://huggingface.co/WindyTranslate/translate-ar-pl), published by Windstorm Labs (https://windstormlabs.com).
Based on OPUS-MT model Helsinki-NLP/opus-mt-ar-pl 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 |
|---|---|---|
| Polish to Arabic translate-pl-ar | not in FLORES-200 | Apache-2.0 |
| German to Polish translate-de-pl | 48.9 Good | Apache-2.0 |
| French to Polish translate-fr-pl | 45.3 Good | Apache-2.0 |
| Spanish to Polish translate-es-pl | 44.9 Usable | Apache-2.0 |
| Lithuanian to Polish translate-lt-pl | 44.5 Usable | Apache-2.0 |
| Ukrainian to Polish translate-uk-pl | 42.3 Usable | Apache-2.0 |
| Japanese to Polish translate-ja-pl | 29.1 Limited | Apache-2.0 |
| Esperanto to Polish translate-eo-pl | 21.9 Limited | Apache-2.0 |