ultrafeedback_binarized_cleaned_train

# Dataset Card for "ultrafeedback_binarized_cleaned"

Flat version of: https://huggingface.co/datasets/allenai/ultrafeedback_binarized_cleaned

**Update 1/12/2023**: I've removed examples identified as faulty by Argilla - see [their awesome work](https://huggingface.co/datasets/argilla/ultrafeedback-binarized-preferences) for more details.

This is a version of the [UltraFeedback binarized dataset](https://huggingface.co/datasets/HuggingFaceH4/ultrafeedback_binarized) but with TruthfulQA prompts removed and source annotations added (so you can filter out samples from different sources yourself if you want!).

Please see the [binarized dataset card for more information](https://huggingface.co/datasets/HuggingFaceH4/ultrafeedback_binarized), or the [original UltraFeedback dataset card](https://huggingface.co/datasets/openbmb/UltraFeedback).

## "ultrafeedback_binarized_cleaned" 数据集卡片
本数据集为 [allenai/ultrafeedback_binarized_cleaned](https://huggingface.co/datasets/allenai/ultrafeedback_binarized_cleaned) 的扁平化版本。

**2023年12月1日更新**：我已移除由Argilla识别出的存在问题的样本，如需了解更多细节，请参阅他们的优质项目[argilla/ultrafeedback-binarized-preferences](https://huggingface.co/datasets/argilla/ultrafeedback-binarized-preferences)。

本数据集是[UltraFeedback二分类数据集](https://huggingface.co/datasets/HuggingFaceH4/ultrafeedback_binarized)的衍生版本，已移除TruthfulQA提示词并新增来源标注（用户可根据自身需求自行过滤不同来源的样本）。

如需获取更多信息，请参阅[二分类数据集卡片](https://huggingface.co/datasets/HuggingFaceH4/ultrafeedback_binarized)或[原始UltraFeedback数据集卡片](https://huggingface.co/datasets/openbmb/UltraFeedback)。

搜集汇总

背景与挑战

背景概述

该数据集是UltraFeedback二元化版本的清理训练集，移除了TruthfulQA提示并包含源标注，便于用户按来源过滤样本。它基于2023年1月12日的更新版本，已排除Argiga识别的错误示例，采用Apache License 2.0许可。