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Opus Mt Swc Fr
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Opus Mt Swc Fr

Developed by Helsinki-NLP
This is a Transformer-based machine translation model specifically designed for translating Swahili Congo dialect (swc) to French (fr).
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Swahili-Congo to French translation#Transformer-based#OPUS dataset
Downloads 51
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, trained on publicly available parallel corpora using standardized preprocessing and SentencePiece tokenization techniques.

Model Features

Alignment attention mechanism
Uses transformer-align architecture to generate alignment information between source and target languages
Standardized preprocessing
Input text undergoes standardized processing to improve translation quality
SentencePiece tokenization
Employs SentencePiece for subword segmentation, effectively handling rare vocabulary

Model Capabilities

Text translation
Cross-language conversion

Use Cases

Language services
Document translation
Translate documents from Swahili Congo dialect to French
Achieves 28.6 BLEU score on JW300 test set
Cross-language communication aid
Assist French speakers in understanding Swahili Congo dialect content
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