RunPod Stable Diffusion, Serverless Complete Tutorial, June 2023 (Updated)

In this in-depth tutorial, Billy from Generative Labs walks you through the process of creating and running a Stable Diffusion API using RunPod Serverless.

The tutorial covers img2img, txt2img, custom models, multiple models, and more! 🚀

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📌 Outline:
0:00 - Introduction
0:22 - Prerequisites for the tutorial
1:06 - The Serverless Worker Template
2:06 - The Dockerfile and handler
3:08 - Building and pushing the Docker image
4:15 - Setting up a serverless endpoint
6:23 - Postman, Txt2Img, Img2Img, Get Models, Get Settings

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#RunPod #StableDiffusion #Serverless #Tutorial #GenerativeAI #GenerativeArt #ImageGeneration

[proxy]

Don't normally comment or like videos but you are my exception. Currently waiting for my tag to be pushed to docker hub but you have exactly the videos I need, great explanations as well. Thank you 🙏

[justinwlin]

All your videos are excellent! Love that this is for more technical people bc this and ur other videos are what I need.

And thanks for all the work to creating a great setup!

[smilleydude]

For anyone who is running into the "File is not a zip file" error, I've fixed this by adding "--no-cache" before the "." in the docker build command, with a space between --no-cache and the "." Excellent tutorial Generative Labs, thanks a lot!

[TheInternalNet]

Absolutely amazing!! I cannot wait to go through your entire channel

[theflowwizard]

Thanks for this tutorial, I am very interested in this serverless API service. Could you please do one with ComfyUI?

[jaoltr]

GREAT video. Excellent content and perfect execution. Thanks! 🔥

[MiguelLasisi]

Fantastic tutorial! Can you provide guidance on using serverless with a custom API Route using a straightforward StableDiffusionPipeline? I'm eager to learn the necessary steps. Thanks in advance

[ShreyashSinghtalentedpersons]

This was quite good ! I had actually been able to create somethng similar, but it was very patchy, this is much more cleaner and better way. Appreciate it !

[adornchicle]

Excellent tutorial! Wondering how easy is it to spin deforum APIs out of this. And second point is using ControlNet and custom embeddings if I already have them. These could be natural extensions to this video as well.

[AlxndrArtAI]

Hi, what changes should be made in order to include controlnet in this docker?

[zappy]

Amazing! Can you do one for deploying falcon 40b on serverless?

[alfredvidjay]

Amazing tutorial, is it possible to include xformers in the docker build?

[iamdipankarj]

Can I select the GPU (e.g RTX 4090) when creating the template?

[JustRegularDad]

7:44 Do you have the api json prompt in text form anywhere? Your postman config doesn't include it. many thx.

[grimskull]

Nice tutorial so far! Unfortunately for me, I'm trying to build the docker image files but I keep running into strange errors lol. It is kinda difficult learning to do all this with very basic python programming experience and no experience using docker or linux lol. I will persevere nonetheless

[waelmansour]

Could you create an api repo for oobaboga? This would be greatly appreciated!

[CC-yjfx]

Thank you for the tutorial. I managed to set up a serverless endpoint with the model in the description. However when I tried to do it with a model based on SDXL 1.0 I get an error that says something about "size mismatch", do you have any idea what might be causing this? The model is about 7gb in size. Thanks again.

[Alphfirm]

Thanks! Didn't know it could be this easy to get started! Is this AI voice over as well on the video? Sounds great

[hasanreza]

I'm getting the 401 Unauthorized error in Postman, and idk what I'm doing wrong.

[pequod]

Can the time it takes to fulfil requests be reduced to 6 seconds per generation instead of half a minute?