language:zh evol online complex region:us
---
language:
- zh
tags:
- evol
- online
- complex
---
## 介绍

基于self-instruct,evol—instruct，辅以联网学习生成的数据，指令由简单到复杂，input里的分析为联网学习的分析结果

## 存在问题：
1.指令不一定完全正确，但可以不断迭代

## Introduction

Based on self-instruct and evol-instruct, supplemented by data generated through online learning, the instructions range from simple to complex. The analysis in the input is the result of online learning analysis.

## Challenges:
1. Instructions may not be entirely accurate, but can be iterated upon continuously.

## 引用
```
@misc{selfinstruct,
  title={Self-Instruct: Aligning Language Model with Self Generated Instructions},
  author={Wang, Yizhong and Kordi, Yeganeh and Mishra, Swaroop and Liu, Alisa and Smith, Noah A. and Khashabi, Daniel and Hajishirzi, Hannaneh},
  journal={arXiv preprint arXiv:2212.10560},
  year={2022}
}
```
```
@article{xu2023wizardlm,
  title={Wizardlm: Empowering large language models to follow complex instructions},
  author={Xu, Can and Sun, Qingfeng and Zheng, Kai and Geng, Xiubo and Zhao, Pu and Feng, Jiazhan and Tao, Chongyang and Jiang, Daxin},
  journal={arXiv preprint arXiv:2304.12244},
  year={2023}
}
```