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Ru Bart Large
This is a pruned version of facebook/mbart-large-50, retaining only Russian and English embedding vectors, with the vocabulary reduced from 250k to 25k.
Downloads 83
Release Time : 4/27/2023
Model Overview
A multilingual text generation model optimized for Russian and English, based on a pruned version of the MBart architecture, suitable for bilingual text generation tasks.
Model Features
Bilingual Optimization
Specially optimized for Russian and English, preserving complete embedding vectors for these two languages.
Pruned Vocabulary
Reduced the original 250k vocabulary to 25k, including 10k common English tokens and 15k common Russian tokens.
Lightweight
Compared to the full MBart-50 version, this pruned model is more lightweight and suitable for specific bilingual applications.
Model Capabilities
Text Generation
Machine Translation
Text Summarization
Use Cases
Language Processing
Russian-English Translation
Used for high-quality machine translation between Russian and English
Bilingual Text Generation
Generates coherent text in Russian or English
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