eren23/distilabel_first100_truthy-dpo-v0.1

--- dataset_info: features: - name: id dtype: string - name: source dtype: string - name: system dtype: string - name: input dtype: string - name: chosen dtype: string - name: rejected dtype: string - name: generations sequence: string - name: order sequence: string - name: labelling_model dtype: string - name: labelling_prompt list: - name: content dtype: string - name: role dtype: string - name: raw_labelling_response dtype: string - name: rating sequence: float64 - name: rationale dtype: string splits: - name: train num_bytes: 648583 num_examples: 100 download_size: 330035 dataset_size: 648583 configs: - config_name: default data_files: - split: train path: data/train-* task_categories: - question-answering - text-generation language: - en tags: - dpo - preference-optimization --- A small subset of https://huggingface.co/datasets/jondurbin/truthy-dpo-v0.1 with rating scores added to each row using distilabel's preference dataset cleaning example.

原始信息汇总

数据集信息

特征

• id: 字符串类型
• source: 字符串类型
• system: 字符串类型
• input: 字符串类型
• chosen: 字符串类型
• rejected: 字符串类型
• generations: 字符串序列
• order: 字符串序列
• labelling_model: 字符串类型
• labelling_prompt: 列表类型，包含以下字段：
  • content: 字符串类型
  • role: 字符串类型
• raw_labelling_response: 字符串类型
• rating: 浮点数序列
• rationale: 字符串类型

数据分割

• train:
  • 字节数: 648583
  • 样本数: 100

数据大小

• 下载大小: 330035 字节
• 数据集大小: 648583 字节

配置

• default:
  • 数据文件:
    • train: 路径为 data/train-*

任务类别

• 问答
• 文本生成

语言

• 英语

标签

• dpo
• preference-optimization