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Opus Mt Ru Fr

Developed by Helsinki-NLP
opus-mt-ru-fr is a machine translation model based on the Transformer architecture, specifically designed for translating Russian (ru) to French (fr).
Downloads 1,144
Release Time : 3/2/2022

Model Overview

This model is a machine translation model based on the Transformer architecture, trained using the OPUS dataset, supporting Russian to French translation tasks.

Model Features

Transformer-based Architecture
Utilizes the Transformer architecture to efficiently process sequential data and improve translation quality.
OPUS Dataset Usage
Training data is sourced from the OPUS dataset, covering texts from various domains.
Standardized Preprocessing
Employs standardization and SentencePiece for text preprocessing to enhance model performance.

Model Capabilities

Russian to French text translation

Use Cases

Text Translation
News Translation
Translate Russian news into French.
Achieved BLEU scores of 18.3 and 21.6 on the newstest2012 and newstest2013 test sets, respectively.
Daily Conversation Translation
Translate Russian daily conversations into French.
Achieved a BLEU score of 51.5 on the Tatoeba test set.
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