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Opus Mt Om En

Developed by Helsinki-NLP
Transformer-based Oromo (om) to English (en) machine translation model developed by Helsinki-NLP team
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Oromo language translation#Low-resource language#Transformer-based
Downloads 136
Release Time : 3/2/2022

Model Overview

This is a neural machine translation model trained on the OPUS multilingual parallel corpus, specifically designed for Oromo to English text translation tasks.

Model Features

Alignment mechanism
Uses transformer-align architecture to achieve word alignment between source and target languages during translation
Standardized preprocessing
Employs standardization and SentencePiece techniques for text preprocessing to improve translation quality
Multicorpus training
Trained on the OPUS multilingual parallel corpus covering texts from various domains

Model Capabilities

Oromo to English text translation
Handling everyday language translation
Handling simple document translation

Use Cases

Language services
Basic document translation
Translating simple documents from Oromo to English
Achieved 27.3 BLEU score on JW300 test set
Cross-language communication aid
Assisting Oromo speakers in basic communication with English speakers
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