# Stable Diffusion Inference Server Deployment

**URL:** https://deeptalk.lambda.ai/t/stable-diffusion-inference-server-deployment/3679
**Category:** Technical Help
**Created:** [May 4, 2023, 8:45pm UTC](https://deeptalk.lambda.ai/t/stable-diffusion-inference-server-deployment/3679 "2023-05-04T20:45:29Z")
**Posts on this page:** 3
**Page:** 1

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### Author: ![ozgur](https://sea1.discourse-cdn.com/flex019/user_avatar/deeptalk.lambda.ai/ozgur/32/550_2.png) [@ozgur](https://deeptalk.lambda.ai/u/ozgur)
#### Post date: [May 4, 2023, 8:45pm UTC](https://deeptalk.lambda.ai/t/stable-diffusion-inference-server-deployment/3679/1 "2023-05-04T20:45:29Z")

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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?

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### Author: ![cody\_b](https://avatars.discourse-cdn.com/v4/letter/c/67e7ee/32.png) [@cody\_b](https://deeptalk.lambda.ai/u/cody_b)
#### Post date: [May 8, 2023, 7:50pm UTC](https://deeptalk.lambda.ai/t/stable-diffusion-inference-server-deployment/3679/2 "2023-05-08T19:50:27Z")

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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).

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### Author: ![ozgur](https://sea1.discourse-cdn.com/flex019/user_avatar/deeptalk.lambda.ai/ozgur/32/550_2.png) [@ozgur](https://deeptalk.lambda.ai/u/ozgur)
#### Post date: [May 18, 2023, 11:33am UTC](https://deeptalk.lambda.ai/t/stable-diffusion-inference-server-deployment/3679/3 "2023-05-18T11:33:06Z")

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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.
