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Opus Mt Swc En

Developed by Helsinki-NLP
A Transformer-based machine translation model supporting translation tasks from Swahili Congo dialect (swc) to English (en).
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Swahili translation#Transformer-based#Multilingual support
Downloads 202
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, specifically designed for machine translation from Swahili Congo dialect to English, using transformer-align architecture and SentencePiece preprocessing.

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 enhance translation quality.
Multilingual support
Focuses on translation tasks from Swahili Congo dialect (swc) to English (en).

Model Capabilities

Text translation
Language alignment

Use Cases

Language services
Document translation
Translate documents from Swahili Congo dialect to English.
Achieved a BLEU score of 41.1 on the JW300 test set
Cross-language communication
Assist Swahili Congo dialect speakers in communicating with English speakers.
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