Home Projects AlignProp
AlignProp

AlignProp

by mihirp1998 · GitHub

AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more sample and compute efficient than reinforcement learning methods (PPO) for finetuning Stable Diffusion

# alignment# diffusion-models# reinforcement-learning# stable-diffusion
View on GitHub
⭐ Stars
324
🍴 Forks
11
📜 License
MIT
Commercial use OK
📅 Created
2023
🔄 Last commit
1 yr ago
🏷️ Category
alignment
💻 Language
You maintain this project?

Claim its page: indexed whatever its rank, translated into six languages, and enriched with what you write yourself.

Claim this page →
AlignProp — GitHub preview card
📈 Star history
325324
2026-07-202026-07-21
📄 About

AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more sample and compute efficient than reinforcement learning methods (PPO) for finetuning Stable Diffusion

Frequently asked questions

What is AlignProp?

AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more sample and compute efficient than reinforcement learning methods (PPO) for finetuning Stable Diffusion

Is AlignProp open source?

AlignProp is an open-source project. It is released under the MIT license.

Is AlignProp free?

Yes. AlignProp is free and open source — you can use, modify and self-host it.

🏅 Maintainer of this project?
OpenSourceAI badge — AlignProp

Add this live badge to your README — your GitHub stars and directory rank, refreshed daily.

[![OpenSourceAI](https://opensourceai.tech/badge.php?tool=mihirp1998-alignprop)](https://opensourceai.tech/project/mihirp1998-alignprop.html)
More badge options →
🧬 Related projects🧬 View the DNA map →