germank/hh-rlhf_with_features_flan_t5_large_lll_relabeled
收藏Hugging Face2023-07-11 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/germank/hh-rlhf_with_features_flan_t5_large_lll_relabeled
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资源简介:
---
dataset_info:
features:
- name: chosen
dtype: string
- name: rejected
dtype: string
- name: helpfulness_chosen
dtype: int64
- name: helpfulness_rejected
dtype: int64
- name: specificity_chosen
dtype: int64
- name: specificity_rejected
dtype: int64
- name: intent_chosen
dtype: int64
- name: intent_rejected
dtype: int64
- name: factuality_chosen
dtype: int64
- name: factuality_rejected
dtype: int64
- name: easy-to-understand_chosen
dtype: int64
- name: easy-to-understand_rejected
dtype: int64
- name: relevance_chosen
dtype: int64
- name: relevance_rejected
dtype: int64
- name: readability_chosen
dtype: int64
- name: readability_rejected
dtype: int64
- name: enough-detail_chosen
dtype: int64
- name: enough-detail_rejected
dtype: int64
- name: biased:_chosen
dtype: int64
- name: biased:_rejected
dtype: int64
- name: fail-to-consider-individual-preferences_chosen
dtype: int64
- name: fail-to-consider-individual-preferences_rejected
dtype: int64
- name: repetetive_chosen
dtype: int64
- name: repetetive_rejected
dtype: int64
- name: fail-to-consider-context_chosen
dtype: int64
- name: fail-to-consider-context_rejected
dtype: int64
- name: too-long_chosen
dtype: int64
- name: too-long_rejected
dtype: int64
- name: human
dtype: string
- name: assistant_chosen
dtype: string
- name: assistant_rejected
dtype: string
- name: log_score_chosen
dtype: float64
- name: log_score_rejected
dtype: float64
- name: labels
dtype: string
splits:
- name: test
num_bytes: 14386845
num_examples: 9574
download_size: 7852232
dataset_size: 14386845
---
# Dataset Card for "hh-rlhf_with_features_flan_t5_large_lll_relabeled"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
数据集信息:
特征字段:
- 字段名:chosen(选中回复),数据类型:字符串
- 字段名:rejected(拒选回复),数据类型:字符串
- 字段名:helpfulness_chosen(选中回复的有用性评分),数据类型:64位整数
- 字段名:helpfulness_rejected(拒选回复的有用性评分),数据类型:64位整数
- 字段名:specificity_chosen(选中回复的具体性评分),数据类型:64位整数
- 字段名:specificity_rejected(拒选回复的具体性评分),数据类型:64位整数
- 字段名:intent_chosen(选中回复的意图匹配度评分),数据类型:64位整数
- 字段名:intent_rejected(拒选回复的意图匹配度评分),数据类型:64位整数
- 字段名:factuality_chosen(选中回复的事实准确性评分),数据类型:64位整数
- 字段名:factuality_rejected(拒选回复的事实准确性评分),数据类型:64位整数
- 字段名:easy-to-understand_chosen(选中回复的易懂性评分),数据类型:64位整数
- 字段名:easy-to-understand_rejected(拒选回复的易懂性评分),数据类型:64位整数
- 字段名:relevance_chosen(选中回复的相关性评分),数据类型:64位整数
- 字段名:relevance_rejected(拒选回复的相关性评分),数据类型:64位整数
- 字段名:readability_chosen(选中回复的可读性评分),数据类型:64位整数
- 字段名:readability_rejected(拒选回复的可读性评分),数据类型:64位整数
- 字段名:enough-detail_chosen(选中回复的细节充足度评分),数据类型:64位整数
- 字段名:enough-detail_rejected(拒选回复的细节充足度评分),数据类型:64位整数
- 字段名:biased:_chosen(选中回复的偏见性评分),数据类型:64位整数
- 字段名:biased:_rejected(拒选回复的偏见性评分),数据类型:64位整数
- 字段名:fail-to-consider-individual-preferences_chosen(选中回复未考虑个体偏好的评分),数据类型:64位整数
- 字段名:fail-to-consider-individual-preferences_rejected(拒选回复未考虑个体偏好的评分),数据类型:64位整数
- 字段名:repetetive_chosen(选中回复的重复度评分),数据类型:64位整数
- 字段名:repetetive_rejected(拒选回复的重复度评分),数据类型:64位整数
- 字段名:fail-to-consider-context_chosen(选中回复未考虑上下文的评分),数据类型:64位整数
- 字段名:fail-to-consider-context_rejected(拒选回复未考虑上下文的评分),数据类型:64位整数
- 字段名:too-long_chosen(选中回复的过长程度评分),数据类型:64位整数
- 字段名:too-long_rejected(拒选回复的过长程度评分),数据类型:64位整数
- 字段名:human(人类输入文本),数据类型:字符串
- 字段名:assistant_chosen(选中的助手回复),数据类型:字符串
- 字段名:assistant_rejected(拒选的助手回复),数据类型:字符串
- 字段名:log_score_chosen(选中回复的对数得分),数据类型:64位浮点数
- 字段名:log_score_rejected(拒选回复的对数得分),数据类型:64位浮点数
- 字段名:labels(标签),数据类型:字符串
数据划分:
- 划分名称:test(测试集),字节数:14386845,样本数量:9574
下载大小:7852232,数据集总大小:14386845
# 「hh-rlhf_with_features_flan_t5_large_lll_relabeled」数据集卡片
[需补充更多信息](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
提供机构:
germank
原始信息汇总
数据集概述
数据集名称
"hh-rlhf_with_features_flan_t5_large_lll_relabeled"
数据集特征
数据集包含以下特征:
- chosen: 字符串类型
- rejected: 字符串类型
- helpfulness_chosen: 整数类型(int64)
- helpfulness_rejected: 整数类型(int64)
- specificity_chosen: 整数类型(int64)
- specificity_rejected: 整数类型(int64)
- intent_chosen: 整数类型(int64)
- intent_rejected: 整数类型(int64)
- factuality_chosen: 整数类型(int64)
- factuality_rejected: 整数类型(int64)
- easy-to-understand_chosen: 整数类型(int64)
- easy-to-understand_rejected: 整数类型(int64)
- relevance_chosen: 整数类型(int64)
- relevance_rejected: 整数类型(int64)
- readability_chosen: 整数类型(int64)
- readability_rejected: 整数类型(int64)
- enough-detail_chosen: 整数类型(int64)
- enough-detail_rejected: 整数类型(int64)
- biased:_chosen: 整数类型(int64)
- biased:_rejected: 整数类型(int64)
- fail-to-consider-individual-preferences_chosen: 整数类型(int64)
- fail-to-consider-individual-preferences_rejected: 整数类型(int64)
- repetetive_chosen: 整数类型(int64)
- repetetive_rejected: 整数类型(int64)
- fail-to-consider-context_chosen: 整数类型(int64)
- fail-to-consider-context_rejected: 整数类型(int64)
- too-long_chosen: 整数类型(int64)
- too-long_rejected: 整数类型(int64)
- human: 字符串类型
- assistant_chosen: 字符串类型
- assistant_rejected: 字符串类型
- log_score_chosen: 浮点数类型(float64)
- log_score_rejected: 浮点数类型(float64)
- labels: 字符串类型
数据集分割
- test: 包含9574个示例,数据大小为14386845字节。
数据集大小
- 下载大小: 7852232字节
- 数据集大小: 14386845字节



