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Mt5 Zh Ja En Trimmed
A multilingual translation model fine-tuned based on mt5-base, supporting mutual translation between Chinese, Japanese, and English
Downloads 146
Release Time : 3/2/2022
Model Overview
This model is a multilingual translation model fine-tuned based on the mt5-base architecture, specifically optimized for translation tasks between Chinese, Japanese, and English. Through vocabulary pruning technology, the model size has been reduced to one-third of the original, improving inference efficiency.
Model Features
Vocabulary trimming optimization
By selecting high-frequency vocabulary, the vocabulary size was reduced to one-third of the original, improving model efficiency
Multilingual support
Supports mutual translation between Chinese, Japanese, and English
Based on MT5 architecture
Uses Google's MT5-base as the base model, with powerful sequence-to-sequence learning capabilities
Model Capabilities
Japanese to Chinese translation
Chinese to Japanese translation
English to Chinese translation
Chinese to English translation
Japanese to English translation
English to Japanese translation
Use Cases
Document translation
Literary work translation
Translate Japanese literary works into Chinese or English
Example successfully translated the opening sentence of Natsume Soseki's 'I Am a Cat' into Chinese
Content localization
Multilingual content creation
Provides translation support for content creators in Chinese, Japanese, and English
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