数据集 | 数目 | Lang | Task | Gen | 类型 | 来源 | 链接 |
---|---|---|---|---|---|---|---|
belle_cn | 1079517 | CN | TS/MT | SI | 通用指令,数学推理,对话 | text-davunci-003 | 下载 |
firefly | 1649398 | CN | MT | COL | 23种nlp任务 | 收集中文数据集,人工书写指令模板 | 下载 |
GAOKAO | 2785 | CN | MT | COL | 高考中的多选,填空等问题 | 人工标注的数据集的收集 | 下载 |
COIG | 298428 | CN | MT | COL | 考试,翻译,价值观指令数据集搜集,基于知识图谱的反事实对话 | 自动化工具+人工验证 | 下载 |
pCLUE | 1200705 | CN | MT | 73个Prompt,分类,推理,关键词识别,阅读理解等9个NLP任务 | 下载 | ||
CSL | 396209 | CN | MT | 40万中文论文元数据,26个Prompt | 下载 | ||
CNewSum | 304307 | CN | TS | 字节与UCSB发布的中文摘要数据集 | 下载 | ||
Coco-cn | CN | TS | 图文多模态 | 下载 | |||
news_commentary | 69200 | EN/CN | TS | 中英文翻译数据 | 下载 | ||
Chain of Thought | 74771 | EN/CN | MT | HG | CoT相关任务 | 人在现有数据集上标注CoT | 下载 |
HC3 | 37175 | EN/CN | TS | MIX | 对话评估 | gpt-3.5 或 人工 | 下载 |
instinwild | 52191 | EN/CN | MT | SI | 生成,开放域问答,头脑风暴 | text-davunci-003 | 下载 |
Alpaca_GPT4 | 52002 | EN/CN | MT | SI | 通用指令 | GPT-4 生成的Alpaca数据 | 下载 |
MOSS | 1583595 | EN/CN | SI | 下载 | |||
LLMZoo | ML | 下载 | |||||
Guanaco | 534610 | ML | MT | SI | 多种nlp任务 | text-davinci-003 | 下载 |
Natural Instructions | 5040134 | ML | MT | COL | 多种nlp任务 | 人工标注的数据集的收集 | 下载 |
xP3 | 78883588 | ML | MT | COL | 多种nlp任务 | 人工标注的数据集的收集 | 下载 |
alpaca | 52002 | EN | MT | SI | 通用指令 | text-davinci-003 | 下载 |
GPT4all | 806199 | EN | MT | COL | 代码,故事,对话 | GPT-3.5-turbo 蒸馏 | 下载 |
GPTeacher | 29013 | EN | MT | SI | 通用,角色扮演,工具指令 | GPT-4 & toolformer | 下载 |
prosocial dialog | 165681 | EN | TS | MIX | 对话 | GPT-3改写问题,人工回复 | 下载 |
finance_en | 68912 | EN | TS | COL | 金融领域问答 | GPT3.5 | 下载 |
instruct | 888969 | EN | MT | COL | GPT4All,Alpaca和开源数据集的增强 | 使用AllenAI提供的nlp增强工具 | 下载 |
Code Alpaca | 20022 | EN | SI | SI | 代码生成,编辑,优化 | text-davinci-003 | 下载 |
webGPT | 18994 | EN | TS | MIX | 信息检索问答 | fine-tuned GPT-3 + 人工评估 | 下载 |
dolly 2.0 | 15015 | EN | TS | HG | 公开、封闭式问答、信息抽取、摘要生成、开放式构思、分类以及创意写作七类任务 | 人工标注 | 下载 |
baize | 653699 | EN | MT | COL | Alpaca和多种问答任务 | 人工标注的数据集的收集 | 下载 |
hh-rlhf | 284517 | EN | TS | MIX | 对话 | RLHF models | 下载 |
OIG(part) | 49237 | EN | MT | COL | 多种nlp任务 | 人工标注的数据集的收集和数据增强 | 下载 |
camel | 760620 | EN | MT | SI | 物理生物化学编程,数学,社会等领域的角色扮演对话人工标注的数据集的收集 | gpt-3.5-turbo 生成 | 下载 |
FLAN-Muffin | 1764800 | EN | MT | COL | 60种nlp任务 | 人工标注的数据集的收集 | 下载 |
GPT4Tools | 71446 | EN | MT | SI | a collection of tool-related instructions | gpt-3.5-turbo | 下载 |
ShareChat | 1663241 | EN | MT | MIX | general instruct | 收集ShareGPT | 下载 |
Auto CoT | EN | 下载 | |||||
ultrachat | 28247446 | EN | 下载 | ||||
StackLLaMA | todo | EN |
CARVIEW |
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GitHub - chaoswork/sft_datasets: 开源SFT数据集整理,随时补充
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