ImageNet-1k Latent Diffusion Model (Part 1: The VAE)

Posted on Mon 02 March 2026 in Machine Learning • Tagged with machine learning, imagenet, diffusion, VAE

Introduction

This post is the first of two about how I've trained a Latent Diffusion Model (LDM) to generate images from ImageNet-1k class labels.

As a recap from the last post, which was a high level overview of how a LDM works we have two main components:

  1. A Variational Autoencoder …

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