no_robots HuggingFaceH4
Dataset Card for No Robots 🙅♂️🤖 Look Ma, an instruction dataset that wasn't generated by GPTs! Dataset Summary No Robots is a high-quality dataset of 10,000 instructions and demonstrations created by skilled human annotators. This data can be used for supervised fine-tuning (SFT) to make language models follow instructions better. No Robots was modelled after the instruction dataset described in OpenAI's InstructGPT paper, and is comprised mostly of single-turn… See the full description on the dataset page: https://huggingface.co/datasets/HuggingFaceH4/no_robots.
- 类型
- dataset
- 许可
- cc-by-nc-4.0
- 语言
- en
- 下载量
- 23,068
- 点赞
- 565
- 访问
- public
- 文件
- 0
标签
- 指令微调
- 文本数据集
- 对话数据
- 大语言模型
- 机器学习
- 评测基准
- 文本生成
- NLP
摘要
No Robots 是一个由熟练人工标注员创建的10,000条高质量单轮指令与演示数据集，并非由GPT生成，用于监督微调（SFT）以提升语言模型遵循指令的能力。该数据集参照OpenAI InstructGPT论文中的指令数据集设计，涵盖生成、开放问答、头脑风暴、对话、改写、摘要、编码、分类、封闭问答、提取等多个类别。适用于微调指令跟随模型，并建议在MT-Bench、AlpacaEval等基准及人工评估中进行评测，因其非合成数据性质，在依赖GPT-4评判的基准上得分可能低于合成数据集。
README
--- language: - en license: cc-by-nc-4.0 task_categories: - text-generation pretty_name: No Robots configs: - config_name: default data_files: - split: train path: data/train-* - split: test path: data/test-* dataset_info: features: - name: prompt dtype: string - name: prompt_id dtype: string - nam…