alpaca tatsu-lab
Dataset Card for Alpaca Dataset Summary Alpaca is a dataset of 52,000 instructions and demonstrations generated by OpenAI's text-davinci-003 engine. This instruction data can be used to conduct instruction-tuning for language models and make the language model follow instruction better. The authors built on the data generation pipeline from Self-Instruct framework and made the following modifications: The text-davinci-003 engine to generate the instruction data… See the full description on the dataset page: https://huggingface.co/datasets/tatsu-lab/alpaca.
- 类型
- dataset
- 许可
- cc-by-nc-4.0
- 语言
- en
- 下载量
- 83,298
- 点赞
- 1,093
- 访问
- public
- 文件
- 0
标签
- 指令微调
- 文本数据集
- 大语言模型
- 对话数据
- 文本生成
- 合成数据
- NLP
摘要
Alpaca是斯坦福大学发布的52,000条指令-演示数据集，由OpenAI的text-davinci-003生成，用于对大语言模型进行指令微调，使模型更好地遵循用户指令。该数据集基于Self-Instruct框架改进生成流程，以极低成本（不到500美元）获得高多样性的指令数据，是经典的指令微调基准数据集，广受学术界与开源社区采用。
README
--- license: cc-by-nc-4.0 language: - en tags: - instruction-finetuning pretty_name: Alpaca task_categories: - text-generation --- # Alpaca 数据集卡片 ## 数据集描述 - **主页：** https://crfm.stanford.edu/2023/03/13/alpaca.html - **仓库：** https://github.com/tatsu-lab/stanford_alpaca - **论文：** - **排行榜：** - **联系人：*…