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Opus Mt En Nso

Developed by Helsinki-NLP
A neural machine translation model trained on OPUS data for English to Northern Sotho, using transformer-align architecture
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#English-Northern Sotho Translation#Transformer-based#Multilingual Machine Translation
Downloads 38
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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