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Basque to German translation model translate-eu-de

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

Task: Translation: Basque → German
Languages: Basque eu, German de
Lineage: OPUS-MT
Format: transformers (Marian), safetensors
Hugging Face: WindyTranslate/translate-eu-de
Last updated on HF: 2026-07-30

Quality

Benchmark	chrF++	BLEU	Band	Measured
FLORES-200 dev, 48 sentences	29.11	6.84	Limited	2026-08-04

A screening score on 48 sentences, not a publication result. Bands: Excellent ≥ 60, Good 45–60, Usable 30–45, Limited 15–30, Not recommended < 15. Method and caveats.

Recorded output (sentence 1, first 110 characters)

Source: Astelehenean, Stanford Unibertsitateko Medikuntza Eskolako ikerlariek iragarri zuten tresna diagnostiko berri …
Reference: Am Montag haben die Wisenschaftler der Stanford University School of Medicine die Erfindung eines neuen Diagno…
This model: Am Montag haben die Ärzte von Stanford für ein neues Programm erfunden, das nach den Rezensionen von Zellen en

How to run

Shell

pip install transformers sentencepiece torch

Python

from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

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

batch = tok(["<Basque 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-eu-de
Upstream licence: Apache-2.0
Attribution: Based on OPUS-MT model Helsinki-NLP/opus-mt-eu-de 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-eu-de
(https://huggingface.co/WindyTranslate/translate-eu-de), published by Windstorm Labs (https://windstormlabs.com).
Based on OPUS-MT model Helsinki-NLP/opus-mt-eu-de 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-2.0

This is a convenience, not legal advice. See Licensing.

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Model	chrF++ (FLORES-200 dev)	Licence
German to Basque translate-de-eu	27.5 Limited	Apache-2.0
English to German translate-en-de	63.0 Excellent	CC-BY-4.0
Danish to German translate-da-de	58.4 Good	Apache-2.0
Czech to German translate-cs-de	52.9 Good	Apache-2.0
French to German translate-fr-de	51.8 Good	Apache-2.0
Italian to German translate-it-de	51.5 Good	Apache-2.0
Estonian to German translate-et-de	50.7 Good	Apache-2.0
Bulgarian to German translate-bg-de	50.1 Good	Apache-2.0