https://github.com/alloc7260/runpod-serverless-stable-diffusion-custom-endpoint

generated from https://github.com/runpod-workers/worker-template
https://github.com/alloc7260/runpod-serverless-stable-diffusion-custom-endpoint

api runpod runpod-worker serverless stable-diffusion

Last synced: 12 months ago
JSON representation

generated from https://github.com/runpod-workers/worker-template

• Host: GitHub
• URL: https://github.com/alloc7260/runpod-serverless-stable-diffusion-custom-endpoint
• Owner: alloc7260
• Created: 2023-12-01T10:55:12.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-12-01T11:04:58.000Z (over 2 years ago)
• Last Synced: 2025-01-21T09:48:49.226Z (about 1 year ago)
• Topics: api, runpod, runpod-worker, serverless, stable-diffusion
• Language: Dockerfile
• Homepage:
• Size: 261 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
1. download any base model for Ex. => sd_xl_base_1.0.safetensors

2. if you have any checkpoint model then take it along with base model for Ex. => sdxl-base-10000-000009.safetensors (Lora checkpoint)

3. the directory structure will look like this

```

        .

        ├── builder

        │   ├── cache.py

        │   ├── clone.sh

        │   └── requirements.txt

        ├── Dockerfile

        ├── imgs

        │   ├── create endpoint.png

        │   └── create template.png

        ├── README.md

        ├── requesting-script.py

        └── src

            ├── rp_handler.py

            └── start.sh

```

4. make changes in files like `Dockerfile` and `start.sh` according to your model names 

5. docker login

6. docker build -t alloc7260/sdxlbase1:v12 .     # put your username insted of alloc7260

7. docker push alloc7260/sdxlbase1:v12           # put your username insted of alloc7260

8. go to runpod console

9. go to serverless tab 

10. select custom template

11. create custom template using this public docker image

![Custom Template](https://github.com/alloc7260/runpod-serverless-stable-diffusion-custom-endpoint/blob/main/imgs/create%20template.png?raw=true "Create Template")

12. select endpoints

13. create endpoint by specifying created template name and instance details

![Custom Endpoint](https://github.com/alloc7260/runpod-serverless-stable-diffusion-custom-endpoint/blob/main/imgs/create%20endpoint.png?raw=true "Create Endpoint")

14. get the endpoint id and put it in `requesting-script.py`

15. get your api key from settings tab and put it in `requesting-script.py`

16. pip install requests opencv-python numpy Pillow 

17. tweak the parameters and run the script by `python3 requesting-script.py`