Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Papers and Datasets on Instruction Tuning and Following. ✨✨✨
| Date | Stars |
|---|---|
| 2026-07-31 | 512 |
| 2026-08-06 | 512 |
| 2026-08-31 | 511 |
| 2026-09-22 | 511 |
| 2026-09-23 | 512 |
| 2026-10-25 | 512 |
| 2026-10-30 | 513 |
| 2026-11-04 | 513 |
Today
— stars today
This week
+1 stars this week
This month
+1 stars this month
Momentum
0.0
growth rate 0.19%/day
<!-- omit in toc -->
<h1 align="center"> Awesome Instruction Learning </h1>
<p align="center">
<a href="https://github.com/RenzeLou/awesome-instruction-learning"><img src="https://awesome.re/badge.svg" alt="Awesome" /></a>
<a href="https://github.com/RenzeLou/awesome-instruction-learning#-star-history"><img src="https://img.shields.io/github/stars/RenzeLou/awesome-instruction-learning?style=social" alt="Stars" /></a>
</p>
<p align="center">
<a href="https://github.com/RenzeLou/awesome-instruction-learning/commits/main"><img src="https://img.shields.io/github/last-commit/RenzeLou/awesome-instruction-learning?color=#00FA9A" alt="Commit" /></a>
<a href="https://github.com/RenzeLou/awesome-instruction-learning/blob/main/count_number.py"><img src="https://img.shields.io/badge/PaperNumber-199-blue" alt="PaperNumber" /></a>
<a href="https://github.com/RenzeLou/awesome-instruction-learning/pulls"><img src="https://img.shields.io/badge/PRs-Welcome-red" alt="PullRequests" /></a>
</p>
<!-- [](https://github.com/RenzeLou/awesome-instruction-learning) [](https://github.com/RenzeLou/awesome-instruction-learning#-star-history)
[](https://github.com/RenzeLou/awesome-instruction-learning/commits/main) [](https://github.com/RenzeLou/awesome-instruction-learning/blob/main/count_number.py) [](https://github.com/RenzeLou/awesome-instruction-learning/pulls) -->
<p align="center">
🔥🔥🔥 An awesome reading list of <b>Instruction Tuning and Following</b>, including <em>papers</em> and <em>datasets</em>.
</p>
<p align="center">
<i> 👉 Explore our latest survey update! Feel free to dive in and discover the improvements we've made 👀 🤗 : <a href="https://arxiv.org/abs/2303.10475"> <b>Latest Survey</b> </a> </i>
</p>
<!-- https://drive.google.com/file/d/1vrx3BSkHlkNO6_nP9G9l9Ape7vEoTOdf/view?usp=sharing -->
---
<!-- What is instruction learning?
Why instruction learning?
-->
<!-- TODO
add "must read" section to select a core subset of instruction tuning papers
-->
<!-- omit in toc -->
## ❤️ Contribution
This repository is currently maintained by <ins>[Renze Lou](https://renzelou.github.io/) @ PennState</ins> and <ins>[Kai Zhang](https://drogozhang.github.io/) @ OhioState</ins>. **We appreciate any contributions** ❤️.
<!-- **<font color='red'>Work still in progress</font>** 🚀, **we appreciate any suggestions and contributions** ❤️. -->
If you have any suggestions or find any missed papers, feel free to [reach out](https://outlook.office.com/mail/deeplink/compose?mailtouri=mailto%3Amarionojump0722%40gmail.com) or submit a [pull request](https://github.com/RenzeLou/awesome-instruction-learning/pulls):
1. Use following markdown format.
```markdown
**Paper Title.** *Author 1, Author 2, and Author 3.* <ins>Conference/Journal/Preprint</ins> Year. [[pdf](link)]; [[other resources](link)].
```
<!-- >1. **Paper Title.** *Author 1, Author 2, and Author 3.* Conference/Journal/Preprint Year. [[pdf](link)]. -->
2. If one preprint paper has multiple versions, please use **the earliest submitted year**.
3. Display the papers in **a year descending order** (the latest, the first).
<!-- omit in toc -->
## 🥳 Citation
Find this repository helpful? 😊😊😊
Please consider citing our paper. 👇👇👇
<!-- *(**Note that the current version of our survey is only a draft, and we are still working on it.** The first readable version is arriving soon.)* 🚀 -->
```
@article{lou2023instruction,
title={A Comprehensive Survey on Instruction Following},
author={Lou, Renze and Zhang, Kai and Yin, Wenpeng},
journal={arXiv preprint arXiv:2303.10475},
year={2023}
}
```
---
<!Excerpt of 87,624 characters
Read on GitHub
183
5
Kai Zhang · https://neocognition.io/ · United States
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:7106bbadd6946912, topic:instruction-tuning, desc:instruction tuning
matched fp:7106bbadd6946912, topic:large-language-models
matched fp:7106bbadd6946912, topic:datasets, desc:datasets
matched fp:7106bbadd6946912, topic:prompt