forked from Lordog/dive-into-llms
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
34 changed files
with
64 additions
and
12 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,15 +1,67 @@ | ||
# 动手学大模型 Dive into LLMs | ||
<p align="center"> | ||
<h1 align="center"> <img src="./pics/icon/ai.png" width="30" />《动手学大模型》系列编程实践教程</h1> | ||
</p> | ||
<p align="center"> | ||
<a href="https://img.shields.io/badge/version-v0.1.0-blue"> | ||
<img alt="version" src="https://img.shields.io/badge/version-v0.1.0-blue?color=FF8000?color=009922" /> | ||
</a> | ||
<a > | ||
<img alt="Status-building" src="https://img.shields.io/badge/Status-building-blue" /> | ||
</a> | ||
<a > | ||
<img alt="PRs-Welcome" src="https://img.shields.io/badge/PRs-Welcome-red" /> | ||
</a> | ||
<a href="https://github.com/Lordog/dive-into-llms/stargazers"> | ||
<img alt="stars" src="https://img.shields.io/github/stars/Lordog/dive-into-llms" /> | ||
</a> | ||
<a href="https://github.com/Lordog/dive-into-llms/network/members"> | ||
<img alt="FORK" src="https://img.shields.io/github/forks/Lordog/dive-into-llms?color=FF8000" /> | ||
</a> | ||
<a href="https://github.com/Lordog/dive-into-llms/issues"> | ||
<img alt="Issues" src="https://img.shields.io/github/issues/Lordog/dive-into-llms?color=0088ff"/> | ||
</a> | ||
<br /> | ||
</p> | ||
|
||
大模型系列入门教程,由上海交通大学网络空间全学院[张倬胜老师](https://bcmi.sjtu.edu.cn/home/zhangzs/)课程讲义发展而来,通过简单的实践,帮助新同学快速入门大模型,开展后续研究。 | ||
<div align="center"> | ||
<p align="center"> | ||
<a href="#项目动机">项目动机</a>/ | ||
<a href="#写前必看">教程目录</a>/ | ||
<a href="#贡献者列表">贡献者列表</a> | ||
</p> | ||
</div> | ||
|
||
|
||
## <img src="./pics/icon/motivation.png" width="25" />项目动机 | ||
|
||
《动手学大模型》系列编程实践教程,由上海交通大学《人工智能安全技术》课程讲义拓展而来(主讲教师:[张倬胜](https://bcmi.sjtu.edu.cn/home/zhangzs/)),旨在提供大模型相关的入门编程参考。通过简单的实践,帮助新同学快速入门大模型,更好地开展课程设计或学术研究。 | ||
|
||
[Gitbook](https://sjtullm.gitbook.io/dong-shou-xue-da-mo-xing/1.-ti-shi-xue-xi-si-wei-lian)阅读体验更佳。 | ||
## 目录 | ||
> Updating... | ||
1. 提示学习&思维链 | ||
2. 预训练语言模型微调与部署 | ||
3. 模型编辑 | ||
4. 后门攻击 | ||
5. 多模态LLM | ||
6. 模型水印 | ||
7. ... | ||
|
||
## <img src="./pics/icon/catalogue.png" width="25" />教程目录 | ||
|
||
| 教程内容 | 简介 | 地址 | | ||
| ---------------- | ------------------------------------------------------------ | ------------------------------------------------------------ | | ||
| 微调与部署 | 预训练模型微调与部署指南:想提升预训练模型在指定任务上的性能?让我们选择合适的预训练模型,在特定任务上进行微调,并将微调后的模型部署成方便使用的Demo! | [[Slides](https://github.com/Lordog/dive-into-llms/tree/main/documents/chapter1/dive-tuning.pdf)] [[Tutorial](https://github.com/Lordog/dive-into-llms/tree/main/documents/chapter1/README.md)] | | ||
| 提示学习与思维链 | 大模型的API调用与推理指南:“AI在线求鼓励?大模型对一些问题的回答令人大跌眼镜,但它可能只是想要一句「鼓励」 | [[Slides](https://github.com/Lordog/dive-into-llms/tree/main/documents/chapter2/dive-prompting.pdf)] [[Tutorial](https://github.com/Lordog/dive-into-llms/tree/main/documents/chapter2/README.md)] | | ||
| 知识编辑 | 语言模型的编辑方法和工具:想操控语言模型在对指定知识的记忆?让我们选择合适的编辑方法,对特定知识进行编辑,并将对编辑后的模型进行验证! | TBD | | ||
| 模型水印 | TBD | TBD | | ||
| 多模态模型 | TBD | TBD | | ||
| 后门攻击 | TBD | TBD | | ||
|
||
### <img src="./pics/icon/notes.png" width="25" />免责声明 | ||
|
||
本教程所有内容仅仅来自于贡献者的个人经验、互联网数据、日常科研工作中的相关积累。所有技巧仅供参考,不保证百分百正确。若有任何问题,欢迎提交 Issue 或 PR。另本项目所用徽章来自互联网,如侵犯了您的图片版权请联系我们删除,谢谢。 | ||
|
||
### <img src="./pics/icon/resource.png" width="25" />欢迎贡献 | ||
|
||
本教程目前是一个正在进行中的项目,如有疏漏在所难免,欢迎任何的PR及issue讨论。 | ||
|
||
## <img src="./pics/icon/heart.png" width="25" />贡献者列表 | ||
|
||
感谢以下同学对本项目的支持与贡献 | ||
|
||
上海交通大学 袁童鑫 | ||
|
||
上海交通大学 马欣贝 | ||
|
File renamed without changes.
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
File renamed without changes
Binary file not shown.
File renamed without changes.
File renamed without changes
File renamed without changes
File renamed without changes
Binary file not shown.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Oops, something went wrong.
Oops, something went wrong.
Oops, something went wrong.
Oops, something went wrong.