Stable Diffusion web UI for Taiyi
Make sure the requirement at least, very helpful.
- transformers>=4.24.0
- diffusers>=0.7.2
Since Taiyi's text_encoder has been modified (BertModel vs CLIPTextModel), and webui currently only supports stable diffusion in English, it is necessary to use the webui project modified by Fengshenbang's own fork.
git clone https://github.com/IDEA-CCNL/stable-diffusion-webui.git
cd stable-diffusion-webui
Run webui's own commands to check and install the environment, webui will pull down the required repositories in the stable-diffusion-webui/repositories directory, this process will take some time.
bash webui.sh
This script will then automatically download the required files, back up the original v1_inference.yaml file and replace it with the version needed to start our taiyi model.
Notice that, if you choose to redownload the Taiyi model, the total size of all the files needed is over 10G, the step:
"Cloning taiyi_model into repositories/Taiyi-Stable-Diffusion-1B-Chinese-v0.1..." will take lots of time, please be patient.
If you have already downloaded our whole Taiyi model in https://huggingface.co/IDEA-CCNL/Taiyi-Stable-Diffusion-1B-Chinese-v0.1 once, follow the path checker and choose "(2)move your downloaded Taiyi model path?", and move your downloaded model folder to ./repositories/Taiyi-Stable-Diffusion-1B-Chinese-v0.1.
After all the progress is done, the web-ui service will be started on port 12345.
You can run the following command to start the web-ui service.
bash webui.sh --listen --port 12345
bash webui.sh --ckpt repositories/Taiyi-Stable-Diffusion-1B-Chinese-v0.1/Taiyi-Stable-Diffusion-1B-Chinese-v0.1.ckpt --listen --port 12345