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Opus Mt Sq Sv
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Opus Mt Sq Sv

Developed by Helsinki-NLP
Transformer-based machine translation model for Albanian (sq) to Swedish (sv), developed by the Helsinki-NLP team
Machine Translation
Transformers
 OtherOpen Source License:Apache-2.0#Albanian-Swedish translation#Transformer-based#Multi-domain applicability
Downloads 15
Release Time : 3/2/2022

Model Overview

This is a neural machine translation model trained on the OPUS multilingual parallel corpus, specifically designed for Albanian to Swedish translation tasks.

Model Features

Transformer-based architecture
Utilizes the advanced transformer-align architecture to capture deep semantic relationships between languages
SentencePiece preprocessing
Employs SentencePiece for text normalization and tokenization, enhancing translation quality
Multilingual training data
Trained on the OPUS multilingual parallel corpus, offering strong generalization capabilities

Model Capabilities

Albanian to Swedish text translation
Handling everyday language and specialized terminology translation

Use Cases

Language services
Document translation
Translate Albanian documents into Swedish
Achieved a BLEU score of 36.2 on the JW300 test set
Cross-language communication
Facilitate real-time communication between Albanian and Swedish speakers
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