https://github.com/jfsunx/OVSD21

OpenVINO based Stable Diffusion 2.1 on Intel ARC platform
https://github.com/jfsunx/OVSD21

Last synced: about 2 months ago
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OpenVINO based Stable Diffusion 2.1 on Intel ARC platform

• Host: GitHub
• URL: https://github.com/jfsunx/OVSD21
• Owner: jfsunx
• License: apache-2.0
• Created: 2023-06-19T07:01:52.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-06-19T07:12:43.000Z (over 1 year ago)
• Last Synced: 2024-06-12T14:17:14.527Z (3 months ago)
• Language: Jupyter Notebook
• Size: 3.12 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-openvino - Stable Diffusion 2.1 on Intel ARC - A simple and easy-to-use demo to run Stable Diffusion 2.1 for Intel ARC graphics card based on OpenVINO. (Table of content / Generative AI)

README

        
# OpenVINO based Stable Diffusion 2.1 on Intel ARC platform

A simple and easy-to-use demo to run Stable Diffusion 2.1 for Intel ARC graphics card based on OpenVINO.

This project is adapted from 

## This project includes the following content

1. Converting the Stable Diffusion 2.1 model to the OpenVINO model

2. Running Stable Diffusion 2.1 on Intel ARC graphics card based on OpenVINO

## How to use

### 1. Clone the project

```CMD

git clone https://github.com/jfsunx/OVSD21  # clone

cd OVSD21

pip install -r requirements.txt  # install

```

### 2. Converting the Stable Diffusion 2.1 model to the OpenVINO model

- Open ```get_model_sd21.ipynb```, Follow the tutorial to run all codes.

- After running, the ```sd2.1``` folder will be generated in the root directory, which contains the OpenVINO model (required) and the onnx model (not used).

### 3. Run it in CMD

```cmd

python run.py

```

After loading the model into the GPU, open the browser on ```http//localhost:7860```(URL will be found in CMD)

## Examples

### GUI

![image](./doc/pics/gui.png)

### Speed on Intel ARC A770

![image](./doc/pics/terminal.png)

## Acknowledgements

📚 Jupyter notebook tutorials for OpenVINO™ - 

🤗 Diffusers - 

## License

Apache 2.0