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Opus Mt Ha Fr

Developed by Helsinki-NLP
This is a machine translation model based on the Transformer architecture, specifically designed for Hausa (ha) to French (fr) translation tasks.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Hausa-French translation#Transformer-based#Multilingual machine translation
Downloads 17
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, trained using publicly available parallel corpora, suitable for general text translation needs from Hausa to French.

Model Features

Alignment mechanism
Uses transformer-align architecture to better handle alignment relationships between source and target languages.
Standardized preprocessing
Employs standardization and SentencePiece for text preprocessing to improve translation quality.
Trained on public datasets
Trained on publicly available parallel corpora such as OPUS, demonstrating good generalization capabilities.

Model Capabilities

Hausa to French text translation
Supports general domain text translation

Use Cases

Text translation
Document translation
Translate Hausa documents into French
Achieved a BLEU score of 24.3 on the JW300 test set
Web content translation
Automatically translate Hausa web content into French
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