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Opus Mt En Xh

Developed by Helsinki-NLP
A Transformer-based English to Xhosa machine translation model developed by the Helsinki-NLP team, trained using the OPUS dataset.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#English-Xhosa Translation#Transformer-based#Multilingual Support
Downloads 60
Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating English text into Xhosa, utilizing the transformer-align architecture and SentencePiece preprocessing technology.

Model Features

Alignment Mechanism
Employs transformer-align architecture to optimize word alignment between source and target languages
Standardized Preprocessing
Uses SentencePiece for text standardization to enhance translation quality
Multi-domain Coverage
Trained on the OPUS multi-domain dataset to meet translation needs across various scenarios

Model Capabilities

English to Xhosa text translation
Supports batch text processing

Use Cases

Cross-language Communication
Document Translation
Automatically translates English documents into Xhosa versions
Achieved a BLEU score of 37.9 on the JW300 test set
Content Localization
Assists in localizing English content into Xhosa for South African regions
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