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In this video tutorial, Machine Learning with Hamza explores the use of stable diffusion in the AI art field. The tutorial explains how to use stable diffusion on a local machine, including how to fine tune it using text Rule and version. It also discusses using powerful GPUs with more than 16 gigs of vram on a cloud service for better performance. The tutorial utilizes the free version of Google collab to demonstrate how to fine-tune stable diffusion on your own subject or style using a notebook called dreambooth. Dive deep into the world of AI art with this informative and interesting tutorial.