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Opus Mt En Rw

Developed by Helsinki-NLP
This is a machine translation model based on the Transformer architecture, designed for translating English to Kinyarwanda.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#English-Kinyarwanda Translation#Transformer-based#Multi-domain Applicability
Downloads 147
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, focusing on English-to-Kinyarwanda machine translation tasks, utilizing the Transformer-align architecture and SentencePiece preprocessing.

Model Features

Transformer-based Architecture
Utilizes the advanced Transformer-align architecture to deliver high-quality translation results.
SentencePiece Preprocessing
Employs SentencePiece for text preprocessing to enhance model processing efficiency.
Multi-dataset Training
Trained on diverse datasets like OPUS to improve model generalization capabilities.

Model Capabilities

English to Kinyarwanda text translation
Supports standardized text input

Use Cases

Text Translation
Document Translation
Translates English documents into Kinyarwanda, suitable for cross-language document processing.
Achieves a BLEU score of 33.3 on the JW300 test set.
Daily Conversation Translation
Supports translation of everyday English conversations into Kinyarwanda.
Achieves a BLEU score of 13.8 on the Tatoeba test set.
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