JunkaiZ/Rubrics 已完整同步
Dataset Card for Dataset Name
This dataset is from the paper "Chasing the Tail: Effective Rubric-based Reward Modeling for Large Language Model Post-Training."
Dataset Details
The dataset contains 5000 training prompts and the corresponding rubrics for the health domain and the generalist domains. Each domain also includes 1000 additional prompts for the end-to-end win rate comparison. Additionally, the finance domain contains 1145 training prompts with rubrics.
Uses
The rubrics can be used for reinforcement learning from rubrics reward. For further details, please refer to the paper.
Dataset Structure
Inside the data/ directory:
- The
health/directory contains the training set and the test set for the health domain. - The
generalist/directory contains the training set and the test set for the generalist domain. - The
finance/directory contains the training set for the finance domain.
12 个文件
浏览文件数据集版权信息
本数据集的许可证为 MIT License。如有违反相关条款,请联系 WEHUB,我们将及时处理。 查看许可证
通过 WeHub CLI 下载当前数据集快照。下列命令会固定为当前页面展示的数据版本(如果页面提供版本)。文件字节由本机直连存储下载,浏览器不会签发或保存下载链接。
前置要求
需要 Node.js 18 及以上,以及 npm(或 npx)。
1. 安装 CLI
npm install -g wehub-cli@latest
2. 下载此数据集
wehub datasets download ds_ext_1946_194374b781 --revision fc28ac0bd376d9d83a29cfb046902664baed42c2 --output ./ds_ext_1946_194374b781
若中断或部分失败,在同一目录重新执行同一命令即可续传。默认会校验 SHA-256。
免全局安装
npx --yes wehub-cli@latest datasets download ds_ext_1946_194374b781 --revision fc28ac0bd376d9d83a29cfb046902664baed42c2 --output ./ds_ext_1946_194374b781
高级选项
以下为 wehub datasets download 已支持的参数示例:
强制重新下载,不复用已校验的本地文件
wehub datasets download ds_ext_1946_194374b781 --revision fc28ac0bd376d9d83a29cfb046902664baed42c2 --output ./ds_ext_1946_194374b781 --overwrite
仅包含匹配路径
wehub datasets download ds_ext_1946_194374b781 --revision fc28ac0bd376d9d83a29cfb046902664baed42c2 --output ./ds_ext_1946_194374b781 --include "*.jsonl"
排除匹配路径
wehub datasets download ds_ext_1946_194374b781 --revision fc28ac0bd376d9d83a29cfb046902664baed42c2 --output ./ds_ext_1946_194374b781 --exclude "*.md"
提高并发下载数
wehub datasets download ds_ext_1946_194374b781 --revision fc28ac0bd376d9d83a29cfb046902664baed42c2 --output ./ds_ext_1946_194374b781 --jobs 8
完整帮助:wehub datasets download --help