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Xlm Roberta Base Uk
This is a reduced version of the XLM-RoBERTa model, specifically optimized for Ukrainian and partial English, with parameters reduced from 470 million to 134 million.
Downloads 78
Release Time : 3/11/2022
Model Overview
This model is a streamlined version based on the XLM-RoBERTa architecture, retaining embeddings for Ukrainian and major English, suitable for Ukrainian text processing tasks.
Model Features
Streamlined vocabulary
Reduced the original vocabulary from 250,000 to 31,000, focusing on Ukrainian and major English words.
Parameter optimization
Model parameters decreased from 470 million to 134 million, size reduced from 1GB to 400MB, making it more suitable for resource-limited environments.
Ukrainian focus
Retained the top 25,000 Ukrainian entries, providing better support for Ukrainian text processing.
Model Capabilities
Text infilling
Ukrainian text processing
English text processing
Use Cases
Text processing
Ukrainian text completion
Used to fill in missing parts of Ukrainian text
Cross-language text processing
Processing mixed Ukrainian and English text content
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