| 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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