Opus-mt-mg-en Open-source Machine Translation Model - Free Translation from Malagasy to English

Opus Mt Mg En

Developed by Helsinki-NLP

This is a Transformer-based machine translation model specifically designed for translating Malagasy (mg) to English (en).

Downloads 209

Release Time : 3/2/2022

Model Overview

Developed by the Helsinki-NLP team, this model is trained on OPUS datasets and supports automatic translation from Malagasy to English.

Transformer-based architecture

Utilizes advanced transformer-align architecture to deliver high-quality translation results.

Standardized preprocessing

Employs standardization and SentencePiece for text preprocessing to enhance translation accuracy.

Multi-domain support

Performs well on diverse datasets such as GlobalVoices and Tatoeba across different domains.

Text translation

Cross-language conversion

Content translation

News translation

Translate news content from Malagasy to English

Achieved a BLEU score of 27.6 on the GlobalVoices test set

Daily language translation

Translate everyday conversations and simple sentences

Achieved a BLEU score of 50.2 on the Tatoeba test set

Testset	BLEU	chr - F
GlobalVoices.mg.en	27.6	0.522
Tatoeba.mg.en	50.2	0.607

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