alpaca-cleaned yahma

Dataset Card for Alpaca-Cleaned Repository: https://github.com/gururise/AlpacaDataCleaned Dataset Description This is a cleaned version of the original Alpaca Dataset released by Stanford. The following issues have been identified in the original release and fixed in this dataset: Hallucinations: Many instructions in the original dataset had instructions referencing data on the internet, which just caused GPT3 to hallucinate an answer. "instruction":"Summarize… See the full description on the dataset page: https://huggingface.co/datasets/yahma/alpaca-cleaned.

类型
dataset
许可
cc-by-4.0
语言
en
下载量
25,325
点赞
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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
  • 摘要
  • 问答

摘要

这是斯坦福Alpaca数据集的清洗版本，由社区修复了原版中的幻觉、错误答案、空输出、格式不一致等问题，生成约5.2万条高质量指令-响应对。该数据集专用于大语言模型的指令微调，帮助模型更好地遵循用户指令。原始数据由OpenAI的text-davinci-003基于Self-Instruct框架生成，适合用于训练和评估指令跟随型模型。

README

--- license: cc-by-4.0 language: - en tags: - instruction-finetuning pretty_name: Alpaca-Cleaned task_categories: - text-generation --- # Dataset Card for Alpaca-Cleaned - **Repository:** https://github.com/gururise/AlpacaDataCleaned ## 数据集描述 这是斯坦福大学发布的原始 Alpaca 数据集的清洁版本。原始版本中发现了以下问题，并已在本数据集中修复： 1.…

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