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Opus Mt Tll En

Developed by Helsinki-NLP
A Transformer-based machine translation model supporting translation tasks from tll language to English.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Low-resource language translation#Transformer-based#Multilingual alignment
Downloads 99
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, focusing on machine translation from tll language to English. It employs the transformer-align architecture, uses SentencePiece for preprocessing, and is suitable for general text translation scenarios.

Model Features

Alignment mechanism
Uses transformer-align architecture to enhance alignment capability between source and target languages
Standardized preprocessing
Employs standardization and SentencePiece techniques for text preprocessing to improve translation quality
Multi-domain adaptability
Trained on OPUS multilingual corpus, suitable for various text domains

Model Capabilities

Text translation
Cross-language conversion
Sentence-level alignment

Use Cases

Language services
Document translation
Translate document content from tll language to English
Achieved 34.5 BLEU score on JW300 test set
Cross-language communication
Assist real-time communication between tll language speakers and English speakers
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