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Opus Mt En Fj
A Transformer-based machine translation model for English to Fijian, developed by the Helsinki-NLP team and trained using the OPUS dataset.
Downloads 37
Release Time : 3/2/2022
Model Overview
This model is a Transformer-based machine translation model specifically designed for translating English text into Fijian. It employs standardization and SentencePiece preprocessing techniques, making it suitable for general text translation tasks.
Model Features
Transformer-based Architecture
Utilizes the advanced Transformer architecture to ensure translation quality and efficiency.
Standardized Preprocessing
Employs standardization and SentencePiece techniques for text preprocessing, enhancing the model's processing capabilities.
Multi-dataset Training
Trained on multiple datasets such as JW300 and Tatoeba to improve the model's generalization ability.
Model Capabilities
English to Fijian text translation
Supports general text translation tasks
Use Cases
Language Translation
Daily Text Translation
Translates everyday English conversations or texts into Fijian.
Achieved a BLEU score of 62.5 on the Tatoeba test set.
Religious Text Translation
Translates religious texts, such as those in the JW300 dataset.
Achieved a BLEU score of 34.0 on the JW300 test set.
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