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COIG_CQIA数据集

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OpenDataLab2026-05-31 更新2024-05-18 收录
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https://opendatalab.org.cn/RYUAN0/COIG-CQIA
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Dataset Description 欢迎来到COIG-CQIA,COIG-CQIA全称为Chinese Open Instruction Generalist - Quality is All You Need, 是一个开源的高质量指令微调数据集,旨在为中文NLP社区提供高质量且符合人类交互行为的指令微调数据。COIG-CQIA以中文互联网获取到的问答及文章作为原始数据,经过深度清洗、重构及人工审核构建而成。本项目受LIMA: Less Is More for Alignment等研究启发,使用少量高质量的数据即可让大语言模型学习到人类交互行为,因此在数据构建中我们十分注重数据的来源、质量与多样性,数据集详情请见数据介绍以及我们接下来的论文。 Welcome to the COIG-CQIA project page. COIG-CQIA stands for Chinese Open Instruction Generalist - Quality is All You Need, a high-quality Chinese instruction fine-tuning d

Dataset Description Welcome to COIG-CQIA. COIG-CQIA stands for Chinese Open Instruction Generalist - Quality is All You Need, which is an open-source high-quality instruction fine-tuning dataset. It aims to provide high-quality instruction fine-tuning data that aligns with human interaction behaviors for the Chinese NLP community. COIG-CQIA is constructed with question-answer pairs and articles sourced from Chinese internet as raw data, after undergoing deep cleaning, restructuring and manual review. This project is inspired by studies such as LIMA: Less Is More for Alignment, which demonstrates that large language models can learn human interaction behaviors with only a small amount of high-quality data. Therefore, we attach great importance to the data source, quality and diversity during the dataset construction. Please refer to the data introduction and our upcoming paper for detailed information about this dataset.
提供机构:
RYUAN0
创建时间:
2024-05-13
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