TIGER-Lab/SKGInstruct-skg-only

---
license: cc-by-nc-2.0
task_categories:
- text-generation
language:
- en
pretty_name: SKGInstruct
size_categories:
- 100K<n<1M
tags:
- code
- SKG
---

# 🏗️ StructLM: Towards Building Generalist Models for Structured Knowledge Grounding

SKGInstruct-skg-only is an instruction tuning dataset constructed from 19 structured knowledge grounding datasets.

Project Page: [https://tiger-ai-lab.github.io/StructLM/](https://tiger-ai-lab.github.io/StructLM/)

Paper: [https://arxiv.org/pdf/2402.16671.pdf](https://arxiv.org/pdf/2402.16671.pdf)

Code: [https://github.com/TIGER-AI-Lab/StructLM](https://github.com/TIGER-AI-Lab/StructLM)

Models:

7B | [StructLM-7B](https://huggingface.co/TIGER-Lab/StructLM-7B)

13B | [StructLM-13B](https://huggingface.co/TIGER-Lab/StructLM-13B)

34B | [StructLM-34B](https://huggingface.co/TIGER-Lab/StructLM-34B)

## **License**
| Dataset Name | License Type |
|--------------|----------------|
| TabMWP | [Attribution-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-sa/4.0/)|
| everything else | [Attribution-NonCommercial-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-nc-sa/4.0/)|

## **Citation**

Please cite our paper if you use our data, model or code. Please also kindly cite the original dataset papers.

```
@misc{zhuang2024structlm,
title={StructLM: Towards Building Generalist Models for Structured Knowledge Grounding},
author={Alex Zhuang and Ge Zhang and Tianyu Zheng and Xinrun Du and Junjie Wang and Weiming Ren and Stephen W. Huang and Jie Fu and Xiang Yue and Wenhu Chen},
year={2024},
eprint={2402.16671},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
```

原始信息汇总

SKGInstruct 数据集概述

基本信息

• 许可证: CC BY-NC-2.0
• 任务类别: 文本生成
• 语言: 英语
• 名称: SKGInstruct
• 数据集大小: 100K<n<1M
• 标签: code, SKG

详细描述

• 来源: 由19个结构化知识接地数据集构建而成。
• 模型:
  • 7B: StructLM-7B
  • 13B: StructLM-13B
  • 34B: StructLM-34B

许可证详情

• TabMWP: Attribution-ShareAlike 4.0 International
• 其他数据集: Attribution-NonCommercial-ShareAlike 4.0 International

引用

• 论文: StructLM: Towards Building Generalist Models for Structured Knowledge Grounding
• 作者: Alex Zhuang, Ge Zhang, Tianyu Zheng, Xinrun Du, Junjie Wang, Weiming Ren, Stephen W. Huang, Jie Fu, Xiang Yue, Wenhu Chen
• 年份: 2024
• arXiv: 2402.16671