README.md

---
pipeline_tag: text-to-image
license: apache-2.0
tags:
- Non-Autoregressive
- Masked-Generative-Transformer
language:
- en
---

# Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis

[Paper](https://arxiv.org/abs/2410.08261) | [Model](https://huggingface.co/MeissonFlow/Meissonic) | [Code](https://github.com/viiika/Meissonic) | [Demo](https://huggingface.co/spaces/MeissonFlow/meissonic)


![demo](./assets/demos.png)


## Introduction
Meissonic is a non-autoregressive mask image modeling text-to-image synthesis model that can generate high-resolution images. It is designed to run on consumer graphics cards.

## Usage

Please refer to [github link](https://github.com/viiika/Meissonic).

## Citation
If you find this work helpful, please consider citing:
```bibtex
@article{bai2024meissonic,
  title={Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis},
  author={Bai, Jinbin and Ye, Tian and Chow, Wei and Song, Enxin and Chen, Qing-Guo and Li, Xiangtai and Dong, Zhen and Zhu, Lei and Yan, Shuicheng},
  journal={arXiv preprint arXiv:2410.08261},
  year={2024}
}
```