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In this video, I explain the 5 different model families of Stable Diffusion. October 2025 Update (Flux, SD3.5, and Illustrious): ...

All lesson resources are available at http://course.fast.ai.) This is the first lesson of part 2 of Practical Deep Learning for Coders.

Johno shows us what is happening behind the scenes when we create an image with Stable Diffusion, looking at the different ...

Oops I say it's "Lesson 21" at the start of the video -- but actually this is lesson 22! (All lesson resources are available at ...

All lesson resources are available at http://course.fast.ai.) This lesson creates a complete Diffusers pipeline from the underlying ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we dive into mixed precision training and experiment with ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we discuss various techniques and experiments shared ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we discuss the importance of weight initialization in neural ...

All lesson resources are available at http://course.fast.ai.) In this lesson, Jeremy introduces Dropout, a technique for improving ...

All lesson resources are available at http://course.fast.ai.) In Lesson 16, we dive into building a flexible training framework called ...

All lesson resources are available at http://course.fast.ai.) We start with a dive into convolutional autoencoders and explore the ...

This video delves into Denoising Diffusion Probabilistic Models (DDPM), a class of generative models that progressively refine ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we start by discussing the CLIP Interrogator, a Hugging ...

EuroPython 2023 — South Hall 2B on 2023-07-20] ...

Trying to run AI at home.

All lesson resources are available at http://course.fast.ai.) In this lesson, we dive into the implementation of the chain rule in neural ...

Screencast of me trying out a local install of Stable Diffusion. I forgot to mention a few things, but those things are all mentioned on ...

All lesson resources are available at http://course.fast.ai.) In this lesson, Jeremy, Johno, and Tanishq discuss their experiments ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we dive into various stochastic gradient descent (SGD) ...

Building image datasets is hard work. Instead of scraping, cleaning and labeling images, why not generate them directly with a ...