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Opus Mt Toi Fr

Developed by Helsinki-NLP
This is a Transformer-based machine translation model specifically designed for translating Tok Pisin (toi) to French (fr).
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Low-resource language translation#Multilingual alignment#SentencePiece preprocessing
Downloads 43
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, utilizing standardized preprocessing and SentencePiece tokenization techniques, trained on the JW300 dataset, suitable for basic text translation tasks.

Model Features

Alignment mechanism
Uses transformer-align architecture to enhance word alignment capabilities between source and target languages.
Standardized preprocessing
Employs standardized text preprocessing pipeline to improve model robustness for input texts.
SentencePiece tokenization
Utilizes SentencePiece for subword segmentation, effectively handling rare vocabulary.

Model Capabilities

Text translation
Cross-language conversion
Low-resource language processing

Use Cases

Basic translation
Daily conversation translation
Translates Tok Pisin daily conversations into French
Achieves 26.5 BLEU score on JW300 test set
Simple document translation
Translates basic documents and short texts
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