# Stable Diffusion Inference Server Deployment

## post by ozgur on May 4, 2023

Hi, you have a template to deploy stable diffusion to lambda GPU as a inference server than can be scaled (will distribute the word load to multiple GPUs) in needed?

## post by cody_b on May 8, 2023

I put together a tutorial that you might find helpful → [How do I get started generating images from prompts?](https://get-started-prompt-to-image.lambda-docs.pages.dev/cloud/get-started-prompt-to-image/)

[Dream Factory](https://github.com/rbbrdckybk/dream-factory), used in the tutorial, [works well on multi-GPU instances](https://get-started-prompt-to-image.lambda-docs.pages.dev/cloud/get-started-prompt-to-image/#access-dream-factory-from-your-web-browser).

## post by ozgur on May 18, 2023

Thank you, I’m looking for more like ready to deploy code sample that can create inference server that manages load-balancing so I will be able to call it as an api to generate images and it will support concurrent requests.