Windy TranslateRussian to Vietnamese translation model translate-ru-vi
Open machine translation from Russian into Vietnamese, published by Windstorm Labs on Hugging Face.
- Task
- Translation: Russian → Vietnamese
- Languages
- Russian ru, Vietnamese vi
- Lineage
- OPUS-MT
- Format
- transformers (Marian), safetensors
- Hugging Face
- WindyTranslate/translate-ru-vi
- Last updated on HF
- 2026-08-04
Quality
| Benchmark | chrF++ | BLEU | Band | Measured |
|---|---|---|---|---|
| FLORES-200 dev, 48 sentences | 42.19 | 21.70 | Usable | 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
- В понедельник ученые из Медицинской школы Стэнфордского университета объявили об изобретении нового диагностич…
- Reference
- Vào hôm thứ Hai, các nhà khoa học thuộc Trường Y Đại học Stanford đã công bố phát minh một dụng cụ chẩn đoán m…
- This model
- Thứ hai, các nhà khoa học tại trường y Stanford đã thông báo phát minh ra một công cụ chẩn đoán mới mà có thể
How to run
Shell
pip install transformers sentencepiece torchPython
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
repo = "WindyTranslate/translate-ru-vi"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForSeq2SeqLM.from_pretrained(repo)
batch = tok(["<Russian 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-ru-vi
- Upstream licence
- Apache-2.0
- Attribution
- Based on OPUS-MT model Helsinki-NLP/opus-mt-ru-vi 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-ru-vi
(https://huggingface.co/WindyTranslate/translate-ru-vi), published by Windstorm Labs (https://windstormlabs.com).
Based on OPUS-MT model Helsinki-NLP/opus-mt-ru-vi 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 |
|---|---|---|
| Vietnamese to Russian translate-vi-ru | 34.5 Usable | Apache-2.0 |
| Russian to English translate-ru-en | 56.5 Good | CC-BY-4.0 |
| Russian to French translate-ru-fr | 53.1 Good | Apache-2.0 |
| Russian to Ukrainian translate-ru-uk | 51.3 Good | Apache-2.0 |
| Russian to Bulgarian translate-ru-bg | 50.0 Good | Apache-2.0 |
| German to Vietnamese translate-de-vi | 47.2 Good | Apache-2.0 |
| Russian to Swedish translate-ru-sv | 46.0 Good | Apache-2.0 |
| Russian to Spanish translate-ru-es | 45.8 Good | Apache-2.0 |