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Opus Mt Tum Fr

Developed by Helsinki-NLP
A Transformer-based machine translation model supporting translation tasks from Tumbuka (tum) to French (fr)
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Niche language translation#African language processing#OPUS corpus-based
Downloads 24
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, specifically designed for machine translation from Tumbuka to French, utilizing transformer-align architecture and SentencePiece preprocessing technology

Model Features

Aligned Transformer architecture
Uses transformer-align architecture to optimize alignment between source and target languages
Standardized preprocessing
Employs standardization and SentencePiece techniques for text preprocessing to enhance translation quality
Multilingual support
Focuses on translation from African language Tumbuka to French, addressing gaps in minority language translation

Model Capabilities

Text translation
Cross-language conversion

Use Cases

Language services
Document translation
Translate documents from Tumbuka to French
Achieves 24.0 BLEU score on JW300 test set
Cross-language communication
Facilitates communication between Tumbuka and French speakers
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