Opus Mt En Ti
opus-mt-en-ti is a machine translation model based on the Transformer architecture, specifically designed for translating English (en) to Tigrinya (ti).
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Release Time : 3/2/2022
Model Overview
This model is a machine translation model trained on the OPUS dataset, utilizing the Transformer-align architecture to support English-to-Tigrinya translation tasks.
Model Features
Trained on OPUS Dataset
The model is trained using the OPUS dataset, ensuring diversity and quality in translation data.
Transformer-align Architecture
Utilizes the Transformer-align architecture to optimize translation alignment and improve accuracy.
Standardized Preprocessing
Input text undergoes standardized and SentencePiece preprocessing, enhancing the model's robustness.
Model Capabilities
English-to-Tigrinya text translation
Use Cases
Language Translation
Document Translation
Translate English documents into Tigrinya, suitable for multilingual document processing.
Achieved scores of BLEU 25.3 and chr-F 0.382 on the JW300 test set.
Real-time Translation
Used for real-time chat or conversation translation from English to Tigrinya.
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