ShenaoZ/0.001_withdpo_4iters_bs256_555lr_dataset

---
dataset_info:
features:
- name: prompt
dtype: string
- name: prompt_id
dtype: string
- name: messages
list:
- name: content
dtype: string
- name: role
dtype: string
- name: score_chosen
dtype: float64
- name: score_rejected
dtype: float64
- name: reference_response
dtype: string
- name: chosen
list:
- name: content
dtype: string
- name: role
dtype: string
- name: rejected
list:
- name: content
dtype: string
- name: role
dtype: string
splits:
- name: test_prefs_1
num_bytes: 17269259
num_examples: 2000
- name: train_prefs_1
num_bytes: 132082867
num_examples: 15283
- name: test_prefs_2
num_bytes: 16630016
num_examples: 2000
- name: train_prefs_2
num_bytes: 127871771
num_examples: 15283
- name: test_prefs_3
num_bytes: 16532707
num_examples: 2000
- name: train_prefs_3
num_bytes: 126913712
num_examples: 15283
download_size: 241059460
dataset_size: 437300332
configs:
- config_name: default
data_files:
- split: test_prefs_1
path: data/test_prefs_1-*
- split: train_prefs_1
path: data/train_prefs_1-*
- split: test_prefs_2
path: data/test_prefs_2-*
- split: train_prefs_2
path: data/train_prefs_2-*
- split: test_prefs_3
path: data/test_prefs_3-*
- split: train_prefs_3
path: data/train_prefs_3-*
---
# Dataset Card for "0.001_withdpo_4iters_bs256_555lr_dataset"

[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

The dataset includes multiple features such as prompt, prompt_id, messages, score_chosen, score_rejected, reference_response, chosen, and rejected. Each feature has its specific data type. The dataset is divided into multiple splits including test_prefs_1, train_prefs_1, test_prefs_2, train_prefs_2, test_prefs_3, and train_prefs_3, each with their corresponding number of bytes and examples. The download size and actual size of the dataset are also provided. The configuration file lists the data file paths for different splits.

原始信息汇总

数据集概述

数据集特征

• prompt: 字符串类型
• prompt_id: 字符串类型
• messages: 列表类型，包含：
  • content: 字符串类型
  • role: 字符串类型
• score_chosen: 浮点数类型（float64）
• score_rejected: 浮点数类型（float64）
• reference_response: 字符串类型
• chosen: 列表类型，包含：
  • content: 字符串类型
  • role: 字符串类型
• rejected: 列表类型，包含：
  • content: 字符串类型
  • role: 字符串类型

数据集分割

• test_prefs_1:
  • 字节数: 17269259
  • 示例数: 2000
• train_prefs_1:
  • 字节数: 132082867
  • 示例数: 15283
• test_prefs_2:
  • 字节数: 16630016
  • 示例数: 2000
• train_prefs_2:
  • 字节数: 127871771
  • 示例数: 15283
• test_prefs_3:
  • 字节数: 16532707
  • 示例数: 2000
• train_prefs_3:
  • 字节数: 126913712
  • 示例数: 15283

数据集大小

• 下载大小: 241059460 字节
• 数据集大小: 437300332 字节

配置文件

• config_name: default
• data_files:
  • split: test_prefs_1, path: data/test_prefs_1-*
  • split: train_prefs_1, path: data/train_prefs_1-*
  • split: test_prefs_2, path: data/test_prefs_2-*
  • split: train_prefs_2, path: data/train_prefs_2-*
  • split: test_prefs_3, path: data/test_prefs_3-*
  • split: train_prefs_3, path: data/train_prefs_3-*