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 https://github.com/openvinotoolkit/openvino_notebooks/tree/main/notebooks/236-stable-diffusion-v2

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

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

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

Speed on Intel ARC A770

Acknowledgements

📚 Jupyter notebook tutorials for OpenVINO™ - https://github.com/openvinotoolkit/openvino_notebooks

🤗 Diffusers - https://github.com/huggingface/diffusers

License

Apache 2.0