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Opus Mt Sn En
A Transformer-based neural machine translation model for Shona to English, developed by the Helsinki-NLP team
Downloads 1,816
Release Time : 3/2/2022
Model Overview
This is a machine translation model from Shona (sn) to English (en), using the transformer-align architecture, trained on the OPUS dataset
Model Features
Alignment mechanism
Uses transformer-align architecture for better handling of language alignment
Standardized preprocessing
Employs normalization and SentencePiece for text preprocessing
High-quality translation
Achieves 51.8 BLEU score on the JW300 test set
Model Capabilities
Text translation
Cross-language conversion
Low-resource language processing
Use Cases
Language services
Document translation
Translate Shona documents into English
Achieves 51.8 BLEU score on JW300 test set
Cross-language communication
Facilitates communication between Shona and English speakers
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