# ComfyUI-HYPIR

**Repository Path**: o1o2oxxx/ComfyUI-HYPIR

## Basic Information

- **Project Name**: ComfyUI-HYPIR
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-08-25
- **Last Updated**: 2025-08-25

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

<div align="center">

# ComfyUI HYPIR

This project is a ComfyUI wrapper for [HYPIR](https://github.com/XPixelGroup/HYPIR) (Harnessing Diffusion-Yielded Score Priors for Image Restoration)

<img height="400" src="https://github.com/user-attachments/assets/bf8a8309-44be-484f-ae12-56016885cd6b" />

</div>


## Installation
Navigate to the ComfyUI `/custom_nodes` directory
```bash
git clone https://github.com/yuvraj108c/ComfyUI-HYPIR
cd ComfyUI-HYPIR

pip install -r requirements.txt
```

## Usage
- Load [example workflow](workflows/hypir_workflow.json) 
- Diffusers model (stabilityai/stable-diffusion-2-1-base) will download automatically to `ComfyUI/models/diffusers`
- HYPIR model (HYPIR_sd2.pth) will download automatically to `ComfyUI/models/HYPIR`

## Models Structure
```bash
├── diffusers
│   └── stable-diffusion-2-1-base
│       ├── feature_extractor
│       │   └── preprocessor_config.json
│       ├── model_index.json
│       ├── scheduler
│       │   └── scheduler_config.json
│       ├── text_encoder
│       │   ├── config.json
│       │   └── model.safetensors
│       ├── tokenizer
│       │   ├── merges.txt
│       │   ├── special_tokens_map.json
│       │   ├── tokenizer_config.json
│       │   └── vocab.json
│       ├── unet
│       │   ├── config.json
│       │   └── diffusion_pytorch_model.safetensors
│       └── vae
│           ├── config.json
│           └── diffusion_pytorch_model.safetensors
├── hypir
│   └── HYPIR_sd2.pth
```
## License
This project is licensed under [Non-Commercial Use Only](LICENSE)

## Acknowledgments
Thanks to [simplepod.ai](https://simplepod.ai/) for providing GPU servers