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Opus Mt En Toi

Developed by Helsinki-NLP
This is a machine translation model based on the Transformer architecture, specifically designed for translating English (en) to Tongan (toi).
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#English-Tongan translation#Transformer-based#Multi-domain application
Downloads 164
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, trained using publicly available parallel corpora, and supports machine translation tasks from English to Tongan.

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 model processing capabilities.
Multilingual support
Focuses on English-to-Tongan translation, addressing the gap in low-resource language pairs.

Model Capabilities

English-to-Tongan text translation
Handles standardized text input
Generates fluent target language output

Use Cases

Language services
Document translation
Automatically translates English documents into Tongan for cross-language communication.
Achieved a BLEU score of 32.8 on the JW300 test set
Educational assistance
Helps Tongan learners understand English content.
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