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English Hebrew

Developed by SoyGema
A bidirectional English-Hebrew translation model fine-tuned based on the T5-small architecture, trained on the OPUS100 dataset
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Multilingual translation#T5 fine-tuning#Low-resource optimization
Downloads 40
Release Time : 9/2/2023

Model Overview

This model is specifically designed for text translation tasks between English and Hebrew. Fine-tuned based on the T5-small architecture, it achieved a BLEU score of 38.2 on the OPUS100 dataset.

Model Features

Efficient Translation
Optimized based on the T5-small architecture, achieving efficient translation while maintaining a compact model size
Bilingual Support
Supports bidirectional translation between English and Hebrew
Domain Adaptation
Trained on the professional OPUS100 dataset, suitable for formal text translation

Model Capabilities

English-to-Hebrew text translation
Hebrew-to-English text translation
Bilingual text conversion

Use Cases

Language Services
Document Translation
Translate English documents into Hebrew or vice versa
Achieved a BLEU score of 38.2 on the validation set
Cross-language Communication
Facilitates real-time communication between English and Hebrew speakers
Education
Language Learning Aid
Helps learners understand the correspondence between the two languages
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