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Byt5 Korean Base

Developed by everdoubling
ByT5-Korean is a customized Korean extension of Google's ByT5, specifically optimized for Korean syllable encoding processing.
Downloads 55
Release Time : 3/27/2022

Model Overview

This model is a Korean natural language processing model based on the ByT5 architecture, which better handles Korean syllables through an improved UTF-8 encoding scheme and supports Korean and English text processing.

Model Features

Optimized Korean encoding scheme
Designed specifically for Korean syllables, representing each letter (initial consonant, middle vowel, and final consonant) as separate tokens to improve processing efficiency.
Multilingual support
Pre-trained on a mixed dataset of Korean (70%) and English (30%), supporting bilingual processing.
Based on ByT5 architecture
Inherits the advantages of the ByT5 model, using byte-level encoding suitable for various language tasks.

Model Capabilities

Korean text generation
English text generation
Multilingual text processing

Use Cases

Content generation
Korean Wikipedia content completion
Automatically completes missing content in Korean Wikipedia
Successfully completed Korean content such as '์„ค๋ฆฝ๋˜์—ˆ๋‹ค' in the example
Text completion
Korean sentence completion
Automatically completes Korean sentences based on context
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