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Opus Mt Xh En

Developed by Helsinki-NLP
Transformer-based Xhosa to English machine translation model developed by Helsinki-NLP team
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Xhosa-English translation#Transformer-based#SentencePiece tokenization
Downloads 1,393
Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating Xhosa to English, using Transformer architecture with alignment mechanism, trained on OPUS dataset

Model Features

Alignment mechanism
Uses transformer-align architecture to achieve word alignment between source and target languages
Standardized preprocessing
Uses SentencePiece for text normalization and tokenization
Multi-domain coverage
Trained on OPUS multilingual dataset, supporting various text type translations

Model Capabilities

Xhosa to English text translation
Handling daily language and simple professional texts

Use Cases

Language services
Document translation
Quickly translate Xhosa documents into English
Achieved 45.8 BLEU score on JW300 test set
Cross-language communication support
Provide real-time translation support for Xhosa speakers
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