R

Randeng T5 784M QA Chinese

Developed by IDEA-CCNL
The first Chinese generative Q&A pre-trained T5 model, pre-trained on WuDao 180G corpus and fine-tuned on Chinese SQuAD and CMRC2018 datasets
Downloads 166
Release Time : 10/21/2022

Model Overview

Chinese generative Q&A model capable of producing fluent and accurate answers given an article and a question

Model Features

Chinese Generative Q&A
The first T5 model supporting Chinese generative Q&A, capable of generating complete sentences rather than simple fragments
Large-scale Pre-training
Pre-trained on 180G WuDao corpus with powerful language understanding capabilities
Fine-tuning Optimization
Fine-tuned on Chinese SQuAD and CMRC2018 datasets, demonstrating excellent Q&A performance

Model Capabilities

Text generation
Q&A systems
Natural language understanding

Use Cases

Education
Reading comprehension assistance
Helps students understand article content and generate answers to questions
76% of answers contain correct responses, with RougeL reaching 82.7
Information retrieval
Knowledge base Q&A
Answers user questions based on given knowledge texts
BLEU-4 score 61.1, F1 score 77.9
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
© 2025AIbase