Text · dataset · 2023
m-a-p/COIG-CQIA
Listed in Hugging Face Datasets
Description
COIG-CQIA：Quality is All you need for Chinese Instruction Fine-tuning Dataset Details 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… See the full description on the dataset page: huggingface.co/datasets/m-a-p/COIG-CQIA.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/m-a-p/COIG-CQIA ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2403.18058 arxiv.org/abs/2403.18058 ↗
publication · from Hugging Face
- arXiv:2304.07987 arxiv.org/abs/2304.07987 ↗
publication · from Hugging Face
- arXiv:2307.09705 arxiv.org/abs/2307.09705 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/m-a-p/COIG-CQIA ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering · text · text classification · text generation
- From keywords
- Computer Science & AI
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | m-a-p/COIG-CQIA | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-generation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |