Get Started With Stable Diffusion! (Code, HF Spaces, Diffusers Notebooks)
π Sign up for Cohere using my link and get 150$ credits π https://os.cohere.ai/register?utm_source=influencer&utm_medium=&utm_campaign=ALEKSA π¨βπ©βπ§βπ¦ And check out Cohere's Discord community! π¨βπ©βπ§βπ¦ https://discord.gg/co-mmunity 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: https://www.youtube.com/watch?v=f6PtJKdey8E β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ β My code: https://github.com/gordicaleksa/stable_diffusion_playground β My older GAN projects: https://github.com/gordicaleksa/pytorch-GANs β Diffusers notebook: https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb β HF Space: https://huggingface.co/spaces/stabilityai/stable-diffusion Misc: β Xander's awesome video: https://twitter.com/xsteenbrugge/status/1558508866463219712 β Model weights: https://huggingface.co/CompVis/stable-diffusion-v1-4 β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ βοΈ 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!) β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ π° BECOME A PATREON OF THE AI EPIPHANY β€οΈ If these videos, GitHub projects, and blogs help you, consider helping me out by supporting me on Patreon! The AI Epiphany - https://www.patreon.com/theaiepiphany One-time donation - https://www.paypal.com/paypalme/theaiepiphany Huge thank you to these AI Epiphany patreons: Eli Mahler Petar VeliΔkoviΔ β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ πΌ LinkedIn - https://www.linkedin.com/in/aleksagordic/ π¦ Twitter - https://twitter.com/gordic_aleksa π¨βπ©βπ§βπ¦ Discord - https://discord.gg/peBrCpheKE πΊ YouTube - https://www.youtube.com/c/TheAIEpiphany/ π Medium - https://gordicaleksa.medium.com/ π» GitHub - https://github.com/gordicaleksa π’ AI Newsletter - https://aiepiphany.substack.com/ β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬ #stablediffusion #generativeart #coding
