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Opus Mt Sq En
A Transformer-based machine translation model for Albanian to English, developed by the Helsinki-NLP team.
Downloads 3,983
Release Time : 3/2/2022
Model Overview
This model is a Transformer-based neural machine translation model specifically designed for translating Albanian (sq) to English (en). It is trained on the OPUS dataset and uses SentencePiece for text preprocessing.
Model Features
Transformer-based architecture
Utilizes the advanced Transformer architecture to effectively handle long-range dependencies.
SentencePiece preprocessing
Employs SentencePiece for text normalization and tokenization, improving translation quality.
Trained on OPUS dataset
Trained on the high-quality OPUS multilingual parallel corpus.
Model Capabilities
Albanian to English text translation
Handles general domain text translation
Use Cases
Text translation
Document translation
Translate Albanian documents into English
Achieves a BLEU score of 58.4 on the Tatoeba test set
Web content translation
Real-time translation of Albanian web content into English
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