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Opus Mt Ss En

Developed by Helsinki-NLP
OPUS-MT machine translation model for Swati (ss) to English (en), based on Transformer architecture with SentencePiece preprocessing
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Swahili translation#Low-resource language support#Transformer-based
Downloads 35
Release Time : 3/2/2022

Model Overview

This model is a neural machine translation model based on the Transformer architecture, specifically designed for translating Swati (ss) to English (en). It is trained using the OPUS corpus and employs standardization and SentencePiece preprocessing techniques.

Model Features

Transformer-based architecture
Utilizes advanced Transformer architecture for high-quality translation results
SentencePiece preprocessing
Employs SentencePiece for text standardization and tokenization
Alignment mechanism
Includes an alignment mechanism to enhance translation accuracy

Model Capabilities

Text translation
Cross-language conversion

Use Cases

Language services
Document translation
Translate Swati documents into English
Achieves 30.9 BLEU score on JW300 test set
Content localization
Assist in localizing English content into Swati
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