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when2rl/hh-rlhf_reformatted

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Hugging Face2024-05-09 更新2024-06-12 收录
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https://hf-mirror.com/datasets/when2rl/hh-rlhf_reformatted
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资源简介:
--- dataset_info: features: - name: prompt dtype: string - name: prompt_id dtype: string - name: chosen list: - name: content dtype: string - name: role dtype: string - name: rejected list: - name: content dtype: string - name: role dtype: string - name: messages list: - name: content dtype: string - name: role dtype: string - name: score_chosen dtype: float64 - name: score_rejected dtype: float64 - name: other_info struct: - name: source dtype: string splits: - name: train num_bytes: 501881444 num_examples: 160800 - name: test num_bytes: 26966851 num_examples: 8552 download_size: 294913306 dataset_size: 528848295 configs: - config_name: default data_files: - split: train path: data/train-* - split: test path: data/test-* --- # Dataset Card for when2rl/hh-rlhf_reformatted <!-- Provide a quick summary of the dataset. --> Reformatted from Anthropic/hh-rlhf to be consistent with all other datasets in this org. Note that since the original dataset does not have score ratings, we used "10" for ALL chosen response, and "1" for ALL rejected response as dummy scores. ## Dataset Details ### Dataset Description <!-- Provide a longer summary of what this dataset is. --> - **Curated by:** [More Information Needed] - **Funded by [optional]:** [More Information Needed] - **Shared by [optional]:** [More Information Needed] - **Language(s) (NLP):** [More Information Needed] - **License:** [More Information Needed] ### Dataset Sources [optional] <!-- Provide the basic links for the dataset. --> - **Repository:** [More Information Needed] - **Paper [optional]:** [More Information Needed] - **Demo [optional]:** [More Information Needed] ## Uses <!-- Address questions around how the dataset is intended to be used. --> ### Direct Use <!-- This section describes suitable use cases for the dataset. --> [More Information Needed] ### Out-of-Scope Use <!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. --> [More Information Needed] ## Dataset Structure <!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. --> [More Information Needed] ## Dataset Creation ### Curation Rationale <!-- Motivation for the creation of this dataset. --> [More Information Needed] ### Source Data <!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). --> #### Data Collection and Processing <!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. --> [More Information Needed] #### Who are the source data producers? <!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. --> [More Information Needed] ### Annotations [optional] <!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. --> #### Annotation process <!-- This section describes the annotation process such as annotation tools used in the process, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. --> [More Information Needed] #### Who are the annotators? <!-- This section describes the people or systems who created the annotations. --> [More Information Needed] #### Personal and Sensitive Information <!-- State whether the dataset contains data that might be considered personal, sensitive, or private (e.g., data that reveals addresses, uniquely identifiable names or aliases, racial or ethnic origins, sexual orientations, religious beliefs, political opinions, financial or health data, etc.). If efforts were made to anonymize the data, describe the anonymization process. --> [More Information Needed] ## Bias, Risks, and Limitations <!-- This section is meant to convey both technical and sociotechnical limitations. --> [More Information Needed] ### Recommendations <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations. ## Citation [optional] <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> **BibTeX:** [More Information Needed] **APA:** [More Information Needed] ## Glossary [optional] <!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. --> [More Information Needed] ## More Information [optional] [More Information Needed] ## Dataset Card Authors [optional] [More Information Needed] ## Dataset Card Contact [More Information Needed]
提供机构:
when2rl
原始信息汇总

数据集概述

数据集结构

  • 特征(Features):

    • prompt: 数据类型为字符串。
    • prompt_id: 数据类型为字符串。
    • chosen: 包含两个子特征
      • content: 数据类型为字符串。
      • role: 数据类型为字符串。
    • rejected: 包含两个子特征
      • content: 数据类型为字符串。
      • role: 数据类型为字符串。
    • messages: 包含两个子特征
      • content: 数据类型为字符串。
      • role: 数据类型为字符串。
    • score_chosen: 数据类型为浮点数。
    • score_rejected: 数据类型为浮点数。
    • other_info: 结构化数据,包含一个子特征
      • source: 数据类型为字符串。
  • 分割(Splits):

    • train: 大小为501881444字节,包含160800个示例。
    • test: 大小为26966851字节,包含8552个示例。
  • 下载大小(Download Size): 294913306字节。

  • 数据集大小(Dataset Size): 528848295字节。

配置(Configs)

  • 默认配置(default):
    • train 数据文件路径: data/train-*
    • test 数据文件路径: data/test-*

数据集创建

  • 重格式化说明: 数据集从Anthropic/hh-rlhf重格式化而来,原数据集无评分,使用“10”作为所有选定响应的评分,“1”作为所有拒绝响应的评分。
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