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Opus Mt En Et
This is a Transformer-based machine translation model from English to Estonian, developed by the Helsinki-NLP team.
Downloads 614
Release Time : 3/2/2022
Model Overview
This model is specifically designed for translating English text into Estonian, utilizing the transformer-align architecture and SentencePiece preprocessing pipeline.
Model Features
Based on OPUS Dataset
The model was trained using the OPUS multilingual parallel corpus, ensuring translation quality.
SentencePiece Preprocessing
Utilizes SentencePiece for text normalization and tokenization, improving model processing efficiency.
Alignment Mechanism
The transformer-align architecture includes an alignment mechanism that enhances translation accuracy.
Model Capabilities
English-to-Estonian text translation
Handles standardized text input
Generates fluent target language output
Use Cases
Text Translation
News Translation
Translating English news content into Estonian
Achieved a BLEU score of 21.8 on the newsdev2018 test set
Daily Conversation Translation
Translating English daily conversations into Estonian
Achieved a BLEU score of 54.0 on the Tatoeba test set
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