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Opus Mt Fr Tum

Developed by Helsinki-NLP
opus-mt-fr-tum is a machine translation model based on the Transformer architecture, specifically designed for translation tasks from French (fr) to Tumbuka (tum).
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#French-Tumbuka Translation#Transformer-based#Low-resource Language Support
Downloads 52
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, aiming to provide high-quality machine translation services from French to Tumbuka. It employs the Transformer-align architecture and uses SentencePiece for text preprocessing.

Model Features

Transformer-align Architecture
Utilizes the advanced Transformer-align architecture to optimize translation alignment.
SentencePiece Preprocessing
Employs SentencePiece for text standardization and tokenization to enhance translation quality.
Multilingual Support
Supports translation tasks from French to Tumbuka, catering to specific language pair needs.

Model Capabilities

Text translation from French to Tumbuka

Use Cases

Language Translation
French Document Translation
Translate French documents or texts into Tumbuka, suitable for multilingual content creation.
Achieved a BLEU score of 23.0 and chr-F score of 0.458 on the JW300.fr.tum test set.
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