dongyoung4091/hh-rlhf_with_features_flan_t5_large

---
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: train
num_bytes: 14434424
num_examples: 9574
- name: test
num_bytes: 14378349
num_examples: 9574
download_size: 15748504
dataset_size: 28812773
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
---

原始信息汇总

数据集概述

特征信息

• chosen: 类型为字符串
• rejected: 类型为字符串
• helpfulness_chosen: 类型为整数
• helpfulness_rejected: 类型为整数
• specificity_chosen: 类型为整数
• specificity_rejected: 类型为整数
• intent_chosen: 类型为整数
• intent_rejected: 类型为整数
• factuality_chosen: 类型为整数
• factuality_rejected: 类型为整数
• easy-to-understand_chosen: 类型为整数
• easy-to-understand_rejected: 类型为整数
• relevance_chosen: 类型为整数
• relevance_rejected: 类型为整数
• readability_chosen: 类型为整数
• readability_rejected: 类型为整数
• enough-detail_chosen: 类型为整数
• enough-detail_rejected: 类型为整数
• biased:_chosen: 类型为整数
• biased:_rejected: 类型为整数
• fail-to-consider-individual-preferences_chosen: 类型为整数
• fail-to-consider-individual-preferences_rejected: 类型为整数
• repetetive_chosen: 类型为整数
• repetetive_rejected: 类型为整数
• fail-to-consider-context_chosen: 类型为整数
• fail-to-consider-context_rejected: 类型为整数
• too-long_chosen: 类型为整数
• too-long_rejected: 类型为整数
• human: 类型为字符串
• assistant_chosen: 类型为字符串
• assistant_rejected: 类型为字符串
• log_score_chosen: 类型为浮点数
• log_score_rejected: 类型为浮点数
• labels: 类型为字符串

数据分割

• train: 包含9574个样本，占用14434424字节
• test: 包含9574个样本，占用14378349字节

数据集大小

• 下载大小: 15748504字节
• 数据集大小: 28812773字节

配置信息

• config_name: default
  • data_files:
    • train: 路径为data/train-*
    • test: 路径为data/test-*