Create an infinite icon library by fine-tuning Stable Diffusion

This post details the process of fine-tuning Stable Diffusion on the Heroicons dataset to create an infinite icon library. It covers dataset preparation (SVG to PNG conversion, captioning), setting up Modal environments with Diffusers dependencies, using Modal Volumes for persistent storage of model weights, and configuring training hyperparameters. The post demonstrates the end-to-end workflow from data preparation to serving a Gradio UI for the fine-tuned model.