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Opus Mt To En

Developed by Helsinki-NLP
A Transformer-based neural machine translation model for Tongan to English, trained by Helsinki-NLP team using OPUS dataset
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Low-resource language translation#OPUS dataset-based#Transformer alignment
Downloads 21
Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating Tongan text into English, employing alignment mechanisms and SentencePiece preprocessing techniques

Model Features

Alignment mechanism
Uses transformer-align architecture to achieve word alignment between source and target languages
Standardized preprocessing
Employs SentencePiece for text normalization and tokenization
High-quality translation
Achieves 49.3 BLEU score on JW300 test set

Model Capabilities

Tongan to English text translation
Handling both daily expressions and professional terminology translation

Use Cases

Language services
Document translation
Automatically translate Tongan documents into English
Can achieve near-professional translation quality
Cross-language communication
Facilitate real-time communication between Tongan and English speakers
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