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apsua/ApsuaTranslator-v1
ApsuaTranslator-v1 is a translation model from apsua. Use it when you need text moved from one language to another. It is set up for apsua-translator. The card lists the license as cc-by-4.0.
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From the Hugging Face model README
ApsuaTranslator-v1 is a bidirectional Russian–Abkhaz machine-translation model developed as part of the Abkhaz Language Corpus project.
The model was trained using Apsua Corpus, a Russian–Abkhaz parallel corpus built through human-in-the-loop translation and editorial review.
| Property | Value |
|---|---|
| Translation directions | Russian ↔ Abkhaz |
| Parameters | 251,116,800 |
| Weights | FP16 Safetensors |
| Weight file | 502.3 MB |
| Inference precision | FP32 on CPU; FP16 on CUDA/MPS |
| Maximum input length | 512 tokens |
| Maximum generated length | 512 tokens |
Case-insensitive BLEU on an independent test set spanning conversation, reviews, informational texts, and literature.
| Model | Russian → Abkhaz | Abkhaz → Russian |
|---|---|---|
| ApsuaTranslator-v1 | 25.13 | 34.60 |
| ApsuaTranslator-Lite-v1 | 23.57 | 29.17 |
| ApsuaTranslator-v0 | 21.94 | 28.72 |
| Google Translate | 20.12 | 30.74 |
pip install "git+https://huggingface.co/apsua/ApsuaTranslator-v1"
from apsua_translator import Translator
translator = Translator.from_pretrained("apsua/ApsuaTranslator-v1")
print(translator.translate("Добрый день!", source_lang="ru", target_lang="ab"))
print(translator.translate("Мшыбзиа!", source_lang="ab", target_lang="ru"))
translate accepts one string or a list of strings. Device selection is automatic in the order CUDA, Apple MPS, CPU; it can also be set explicitly.
The release uses the included apsua_translator.Translator runtime and is not a transformers.AutoModel package.
Model assets: CC BY 4.0. Runtime code: Apache-2.0.
The project was initiated by Team Abkhazia (Команда Абхазии), with support from the Administration of the President of the Republic of Abkhazia, the Repatriation Fund of the Republic of Abkhazia, and the Presidential Grants Foundation of the Russian Federation.