Getting Started with Stable Diffusion Locally

TIMESTAMPS 00:00 Intro 00:46 How Diffusion Models Work 03:30 Code For Installing Stable Diffusion In this video I explain, on a high level, how diffusion models work. I also walk you through how to set up and use Stable Diffusion locally on a Mac M1. In this tutorial I use tensorflow and the keras_cv package to convert text to images. If you do not have a GPU, follow along with this tutorial in this colab notebook (https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb) after running the first few cells. Links: Tutorial code: https://github.com/marlenezw/Getting-Started-With-Stable-Diffusion Hugging Face Stable Diffusion 2 Space: https://huggingface.co/spaces/stabilityai/stable-diffusion (Thanks to Santiago, https://www.youtube.com/@underfitted, for a great tutorial from which I got a lot of inspiration for this video, and a lot of the code.) Connect with me on social: Twitter: https://twitter.com/marlene_zw Mastodon: https://fosstodon.org/@Marlene GitHub: https://github.com/marlenezw LinkedIn: https://www.linkedin.com/in/marlenemhangami