Stable diffusion webui with an AMD GPU? [2024]

A step-by-step tutorial on how you can run stable diffusion AI locally on your PC.

Pre-requisites:

Stable diffusion:

0:00 Examples
1:08 Step 1: Install python & git
2:20 Verify it works
4:11 Why not clone Automatic1111 directly?
6:40 Step 2: Clone webui directml fork
9:22 Step 4: Run webui
9:40 Step 5: Get new models
11:30 How to upscale an image
13:28 Summary
16:10 img2img
17:22 Config fields

[justthinkaboutit]

I even got this working on a AMD MiniPC with shared VRAM! works brilliantly. On CPU took 10+ mins to produce a picture, on AMD GPU got that down to 1 min!!! so impressed.

[rwarren]

Just subscribed. I had to a reinstall because I was adding scripts via a CSV file and suddenly I got the dreaded out of memory error then it wouldn't load my GPU. Thanks for being clear and having all the resources right here. You made it easy.

[Kybalion..]

You're the best!! This is the only video that helped me. I'm new to this, and you explained everything very well. I hope you continue uploading videos about stable diffusion for AMD graphics. Thank you so much

[WesleyWulf]

Thanks for the tutorial! My Stable Diffusion recently shat itself, and following this finally got it to work again.

[MarcoEscobarg]

This is the only one that managed to work, not even official guide was doing its job!! thank you very much!!

[krajaka]

Great Tutorial thank you, works smooth with my RX580 with this ARGS : --autolaunch --theme dark --skip-version-check --use-directml --upcast-sampling --precision full --lowvram --opt-sub-quad-attention

[derekj]

this worked. i loved your tutorial, you didnt just show how you explained why. i love that, i learned something rather than just barelly got something working.

[rew]

This video is amazing and great. Thanks so much! It was so easy to follow all the instructions and things JUST WORKED! May all your days be wonderful.

[FaroesteContado]

Vou testar na minha máquina, equipada com GPU AMD, eu tinha uma GPU Nvídia e tudo isso apareceu depois que troquei de GPU. Em toda a minha vida sempre usei GPU Nvídia, a primeira vez que Uso GPU AMD e me arrependo que não consigo me consolar. Obrigado por disponibilizar tão rico ensinamento. OBRIGADO!

I'm going to test it on my machine, equipped with an AMD GPU, I had an Nvidia GPU and all this appeared after I changed GPUs. In my entire life I have always used Nvidia GPU, the first time I use AMD GPU and I regret that I can't console myself. Thank you for providing such rich teaching. THANKS!

[mingun]

I am was trying to make this work and gave up 3 times and this 4th time you saved me! Thanks!!!

[olivierlecornu]

Thank you for this, at least I can run stable diffusion with my rx6800. Clear explantions. Merci beaucoup.

[pantuflas]

man, i serarched like for a month of how to do this, and finally i found the perfect tutorial. you have one more sub!

[robertgoldbornatyout]

Excellent very helpful working for me with my amd rx 580 new subscriber thanks

[ironmenvagas]

how can i thank you its really worked after two days attempting just for this line --use-directml --opt-sub-quad-attention --no-half --disable-nan-check --autolaunch, my GPU is rx580, 8gb vram and it takes 5 sc to generate a pitcher 😍😍😍😍😍

[ThePeacebob]

Finally something that worked! BIG ty man!

[ralphbeez]

I kept running into "no module for pip" so I learned Stable Diffusion ships with its own copy of Python (specific version of 3.10.6) but doesn't have pip installed. So when you run webui-user.bat it uses local Python version in folder:
\venv\Scripts

Just cmd into above folder and run:
python -m ensurepip

Fixed my problem in case anyone else encounters this issue!

[Moustafa.Morgan]

Thanks a lot! It really worked with me, with adding some other files, but after all, it worked! Thanks a lot for your guide!

[jesuscampos]

My man thank you so much being trying to get this for a while, Thanks for holding my hand through this.

[ahmadxgame]

IT WORKED YAAAA ALLAAAH, I WASTED 2 DAYS FOR THIS, THANK YOU VERY MUCH

[fredyfranco]

Bro, you don't even know how much I love you, I've been having problem and trying whithout a reast for 5 hours, you are my fucking hero
Edit: It was 8 hours actually, now I saw it, and your video was so relaxing and I perfectly explained, and I don't even speak english