Opus Mt Fi Ln
This is a machine translation model based on the Transformer architecture, specifically designed for translating Finnish to Lingala.
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Release Time : 3/2/2022
Model Overview
This model is part of the OPUS-MT project, trained on publicly available parallel corpora, supporting machine translation tasks from Finnish to Lingala.
Model Features
Transformer-based Architecture
Utilizes the advanced Transformer architecture to effectively handle long-range dependencies.
Standardized Preprocessing
Employs standardization and SentencePiece for text preprocessing to enhance translation quality.
Trained on Public Datasets
Trained on reliable parallel corpora such as OPUS.
Model Capabilities
Text translation from Finnish to Lingala
Supports batch translation
Supports long-text translation
Use Cases
Cross-language Communication
Document Translation
Translates Finnish documents into Lingala for cross-language communication.
Achieved a BLEU score of 29.2 on the JW300 test set
Web Content Localization
Assists in localizing Finnish web content into Lingala versions.
Education
Language Learning Aid
Provides translation references for students learning Finnish or Lingala.
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