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In this video tutorial, Machine Learning with Hamza introduces stable diffusion in the AI art field. The tutorial demonstrates how to use stable diffusion on a local machine, and how to fine-tune it using text, rule, and version. It also covers using Google Colab for free to fine-tune stable diffusion on your own subject or style with a notebook called Dreambooth. Viewers are encouraged to subscribe for more video updates.