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Opus Mt En To

Developed by Helsinki-NLP
This is a Transformer-based machine translation model from English to Tongan, developed by the Helsinki-NLP team.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#English-Tongan Translation#Transformer-based#High BLEU Score
Downloads 47
Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating English text into Tongan, utilizing the transformer-align architecture and trained on the OPUS dataset.

Model Features

Transformer-based Architecture
Utilizes the advanced transformer-align architecture to deliver high-quality translation results.
Standardized Preprocessing
Employs standardization and SentencePiece for text preprocessing to enhance translation quality.
High-performance BLEU Score
Achieves an outstanding BLEU score of 56.3 on the JW300 test set.

Model Capabilities

English to Tongan text translation
Supports standardized text input
Supports batch translation

Use Cases

Language Translation
Document Translation
Translates English documents into Tongan, suitable for cross-language document processing.
High-quality translation with a BLEU score of 56.3
Cross-language Communication
Used for real-time translation between English and Tongan speakers.
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