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Opus Mt Tw Sv

Developed by Helsinki-NLP
OPUS-MT translation model supporting machine translation tasks from Twi (tw) to Swedish (sv).
Machine Translation
Transformers
 OtherOpen Source License:Apache-2.0#Low-resource language translation#African language support#Transformer-based
Downloads 83
Release Time : 3/2/2022

Model Overview

A neural machine translation model based on Transformer architecture, specifically designed for Twi to Swedish translation tasks, trained by the Helsinki-NLP team using the OPUS dataset.

Model Features

Alignment mechanism
Utilizes transformer-align architecture to enhance alignment capabilities between source and target languages.
Standardized preprocessing
Employs standardization and SentencePiece for text preprocessing to improve translation quality.
Multilingual support
Focuses on Twi to Swedish translation, catering to specific language pair translation needs.

Model Capabilities

Text translation
Cross-language conversion

Use Cases

Language services
Document translation
Translate Twi documents into Swedish.
Achieved a BLEU score of 29.0 on the JW300 test set.
Content localization
Assist in localizing Twi content into Swedish.
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