# mihirp1998/AlignProp

<https://repo.masters-masters.com/en/repos/mihirp1998/AlignProp>

[Home](https://repo.masters-masters.com/en) › [mihirp1998](https://repo.masters-masters.com/en/owners/mihirp1998) › [AlignProp](https://repo.masters-masters.com/en/repos/mihirp1998/AlignProp)

mihirp1998/AlignProp has 330 stars on GitHub. Its RepoMasters card: Alpha tier. AlignProp uses direct reward backpropogation for the alignment of large-scale…

| Field | Value |
| --- | --- |
| Owner | [mihirp1998](https://repo.masters-masters.com/en/owners/mihirp1998) |
| Stars | 330 |
| Forks | 11 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | MIT |
| Created | 2023 |
| Topics | alignment, diffusion-models, reinforcement-learning, stable-diffusion, text-to-image |
| Tier | [Alpha (250 to 699 ★)](https://repo.masters-masters.com/en/ranks/b_movie) |
| View on GitHub | [mihirp1998/AlignProp](https://github.com/mihirp1998/AlignProp) |

## Repository

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

The tier for repos with 250 to 699 ★. Published odds per card pulled: 20%. Rarity: Uncommon.

## More repos by mihirp1998

- [mihirp1998/VADER · ★ 318 · Python · Alpha](https://repo.masters-masters.com/en/repos/mihirp1998/VADER)

## Nearby in Python

- [Qwen-Applications/Trace2Skill · ★ 330 · Python · Alpha](https://repo.masters-masters.com/en/repos/Qwen-Applications/Trace2Skill)
- [databrickslabs/lakemeter-oss · ★ 330 · Python · Alpha](https://repo.masters-masters.com/en/repos/databrickslabs/lakemeter-oss)
- [fstandhartinger/jevbench · ★ 330 · Python · Alpha](https://repo.masters-masters.com/en/repos/fstandhartinger/jevbench)
- [dakrauth/django-swingtime · ★ 330 · Python · Alpha](https://repo.masters-masters.com/en/repos/dakrauth/django-swingtime)
- [daler/pybedtools · ★ 330 · Python · Alpha](https://repo.masters-masters.com/en/repos/daler/pybedtools)
- [mtigas/django-medusa · ★ 330 · Python · Alpha](https://repo.masters-masters.com/en/repos/mtigas/django-medusa)

---
Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.