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---
library_name: diffusers
---
# MGIE
This repository contains the UNet and LLaVA model checkpoints from [Guiding Instruction-based Image Editing via Multimodal Large Language Models](https://arxiv.org/abs/2309.17102).
For a detailed example of usage, refer to [this notebook](https://github.com/apple/ml-mgie/blob/main/demo.ipynb) and the [official repository](https://github.com/apple/ml-mgie).
## Citation
```
@inproceedings{fu2024mgie,
author = {Tsu-Jui Fu and Wenze Hu and Xianzhi Du and William Yang Wang and Yinfei Yang, and Zhe Gan},
  title = {{Guiding Instruction-based Image Editing via Multimodal Large Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024}
}
```