Opus Mt En Nso
A neural machine translation model trained on OPUS data for English to Northern Sotho, using transformer-align architecture
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Release Time : 3/2/2022
Model Overview
This model is specifically designed for translating English text into Northern Sotho (nso), trained on large-scale parallel corpora, suitable for general text translation tasks
Model Features
Trained on OPUS Data
Utilizes high-quality multilingual parallel corpora for training
Transformer-align Architecture
Employs transformer model with alignment mechanism to enhance translation quality
Standardized Preprocessing
Uses standardization and SentencePiece for text preprocessing
Model Capabilities
English to Northern Sotho text translation
Handles general domain texts
Use Cases
Language Services
Document Translation
Translate English documents into Northern Sotho
Achieved a BLEU score of 52.2 on the JW300 test set
Content Localization
Localize English content for Northern Sotho users
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