Uploaded August 2022 | Updated September 2026, 1 week ago

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In this video I show you 3 ways to get started with Stable diffusion:
1. Using HuggingFace Spaces (super slow, but super easy)
2. Using diffusers Colab notebooks (mid-ground)
3. Running it locally (my code, most control, and flexibility)

Watch out for my deep dive into stable diffusion if you want to learn how it works behind the scenes! (coming soon)

Update: deep dive into Stable Diffusion video is out: youtube.com/watch?v=f6PtJKdey8E

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✅ My code: github.com/gordicaleksa/stable_diffusion_playground
✅ My older GAN projects: github.com/gordicaleksa/pytorch-GANs

✅ Diffusers notebook: colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb
✅ HF Space: huggingface.co/spaces/stabilityai/stable-diffusion

Misc:
✅ Xander's awesome video: twitter.com/xsteenbrugge/status/1558508866463219712
✅ Model weights: huggingface.co/CompVis/stable-diffusion-v1-4
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⌚️ Timetable:
00:00 Intro
00:55 (sponsored) - Cohere's NLP toolkit
03:35 First option: HF Spaces
05:30 Second option: Diffusers Colab notebooks
15:10 Third option (more control): my code
16:10 Setup
20:40 How to use the script to generate images
28:00 How to reproduce the image from metadata
31:37 Patching the diffusers lib
33:45 How to interpolate between images
38:10 Results
39:20 Outro (share your images on Twitter/LI!)

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If these videos, GitHub projects, and blogs help you,
consider helping me out by supporting me on Patreon!

The AI Epiphany - patreon.com/theaiepiphany
One-time donation - paypal.com/paypalme/theaiepiphany

Huge thank you to these AI Epiphany patreons:
Eli Mahler
Petar Veličković

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💼 LinkedIn - linkedin.com/in/aleksagordic
🐦 Twitter - twitter.com/gordic_aleksa
👨‍👩‍👧‍👦 Discord - discord.gg/peBrCpheKE

📺 YouTube - youtube.com/c/TheAIEpiphany
📚 Medium - gordicaleksa.medium.com
💻 GitHub - github.com/gordicaleksa
📢 AI Newsletter - aiepiphany.substack.com

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#stablediffusion #generativeart #coding