halllkomaster/UltraChat

UltraChat是一个开源、大规模、多轮对话数据集，由Turbo API驱动生成。为了保护隐私，该数据集不直接使用互联网上的任何数据作为提示。为了确保生成质量，采用了两个独立的ChatGPT Turbo API：一个模拟用户行为生成查询，另一个生成响应，并通过迭代调用和后期处理优化对话内容。数据集包含三个主要部分：🌏 关于世界的问题：涵盖现实世界中的概念、实体和对象相关广泛话题，如技术、艺术和创业；✍🏻 写作与创作：基于从零开始的写作/创作需求，包括AI助手在创意过程中可能辅助的任何任务，如电子邮件撰写、故事和剧本创作等；📋 基于现有材料的辅助：基于现有材料生成，包括但不限于重写、续写、总结和推理，覆盖多样主题。

An open-source, large-scale, and multi-round dialogue data powered by Turbo APIs. In consideration of factors such as safeguarding privacy, we do not directly use any data available on the Internet as prompts. To ensure generation quality, two separate ChatGPT Turbo APIs are adopted in generation, where one plays the role of the user to generate queries and the other generates the response. We instruct the user model with carefully designed prompts to mimic human user behavior and call the two APIs iteratively. The generated dialogues undergo further post-processing and filtering. UltraChat is composed of three sectors: 🌏 Questions about the World: The dialogue data in this sector is derived from a wide range of inquiries related to concepts, entities, and objects from the real world. The topics covered are extensive, spanning areas such as technology, art, and entrepreneurship. ✍🏻 Writing and Creation: The dialogue data in this sector is driven by the demands for writing/creation from scratch, and encompasses any tasks that an AI assistant may aid within the creative process, spanning from email composition to crafting narratives and plays, and beyond. 📋 Assistance on Existent Materials: The dialogue data in this sector is generated based on existing materials, including but not limited to rewriting, continuation, summarization, and inference, covering a diverse range of topics.