Opus Mt Sv Bg
opus-mt-sv-bg is a machine translation model based on the Transformer architecture, specifically designed for translating Swedish (sv) to Bulgarian (bg). The model was developed by the Helsinki-NLP team and trained using the OPUS dataset.
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Release Time : 3/2/2022
Model Overview
This model is a machine translation model capable of translating Swedish text into Bulgarian. It is based on the Transformer architecture, uses SentencePiece for preprocessing, and is suitable for various text translation tasks.
Model Features
Transformer-based architecture
The model employs the Transformer architecture, efficiently handling long-range dependencies to improve translation quality.
SentencePiece preprocessing
Uses SentencePiece for text normalization and tokenization, optimizing the model's ability to process input text.
Multilingual support
Supports translation tasks from Swedish to Bulgarian, suitable for cross-language text processing.
Model Capabilities
Text translation from Swedish to Bulgarian
Supports standardized text input
Trained on the OPUS dataset
Use Cases
Cross-language translation
Swedish document translation
Translates Swedish documents or web content into Bulgarian for Bulgarian-speaking users.
Achieved a BLEU score of 29.6 and chr-F score of 0.509 on the JW300 test set.
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