Opus Mt Ha Fi
This is a machine translation model based on the Transformer architecture, specifically designed for Hausa (ha) to Finnish (fi) translation tasks.
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Release Time : 3/2/2022
Model Overview
This model is part of the OPUS-MT project, trained using publicly available parallel corpora, supporting machine translation from Hausa to Finnish.
Model Features
Alignment mechanism
Utilizes transformer-align architecture to better handle alignment relationships between source and target languages
Standardized preprocessing
Employs standardization and SentencePiece for text preprocessing to enhance translation quality
Trained on public datasets
Trained on multilingual public datasets like OPUS, demonstrating good generalization capabilities
Model Capabilities
Text translation from Hausa to Finnish
Handling translations of everyday language and simple texts
Use Cases
Language services
Basic text translation
Translating simple Hausa texts into Finnish
Achieved a BLEU score of 21.9 on the JW300 test set
Multilingual application integration
Integration into multilingual websites or applications to provide Hausa-Finnish translation functionality
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