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In this video tutorial, Machine Learning with Hamza explores the use of style diffusion in AI art. The tutorial covers how to implement style diffusion on a local machine and how to fine-tune it using text rule and version. This can be done either on a machine with a good graphic card or on a cloud service with powerful GPUs. The tutorial demonstrates the use of the free version of Google Colab to fine-tune style diffusion on your own subject or style using a notebook called Dreambooth. Make sure to subscribe for more videos. Let's dive deep into it!