Stable Diffusion Explained and Demystified with Daniela Dapena - Lightning AI

Do you want to understand Stable Diffusion, the model that has revolutionized the AI world? In this video, we dive into the Stable Diffusion and look under the hood to understand the individual blocks that form the fantastic model capable of generating the images that flood our Twitter feed.

-------------

00:00 Welcome
03:03 Diffusion Models and their Drawbacks
12:09 Unet and building blocks
21:23 The Variational Autoencoder
24:43 Training
27:13 Text condoning: Clip model
29:44 Other Applications
32:51 Summary

[pedrogorilla]

I’ve been trying to understand the stable diffusion unet in detail for a while. This video added a few pieces of information I was missing from other material. Thanks!

[Xaelum]

One of the best explanations about Stable Diffusion I've seen. Ramón is no longer gone!
Great job

[andrewstephens]

This is the most granular example of stable diffusion that I have seen. This was amazing. Thank you so much 🙏

[MurtuzaShergadwalaMS]

This is an awesome video and very well done. I could feel how tired you were by the end of it which is a testament to how good this video is. A quick question I have is - is there a typo for the slide at 27:15 where image encodings are I and Text encodings should be T - they seem to be switched. If not, please do let me know.

[yccui]

I wonder how you depict these figures? It's very beautiful.

[zahidulislam]

Thank you very much. For your time and effort. Wonderfully done. so helpful.