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Opus Mt De He

Developed by Helsinki-NLP
OPUS-MT German to Hebrew machine translation model based on transformer-align architecture, using SentencePiece for preprocessing.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#German-Hebrew translation#Transformer-based#Multi-domain applicability
Downloads 17
Release Time : 3/2/2022

Model Overview

This model is a neural machine translation model for German to Hebrew, trained on the OPUS multilingual parallel corpus, suitable for general text translation tasks.

Model Features

Transformer-align architecture
Transformer model with alignment mechanism, better handling alignment relationships between language pairs.
SentencePiece preprocessing
Uses SentencePiece for text normalization and tokenization, improving model processing capability.
OPUS multilingual corpus
Trained on a large-scale multilingual parallel corpus with good generalization capability.

Model Capabilities

German to Hebrew text translation
Handles general domain texts

Use Cases

Text translation
Document translation
Translate German documents into Hebrew
Achieved 36.6 BLEU score on Tatoeba test set
Web content translation
Convert German web content to Hebrew
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