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In this tutorial, we will learn how to create and fine-tune a stable diffusion model using DreamBooth. Specifically, we will focus on fine-tuning stable diffusion version 2.0. The speaker mentions that their own fine-tuning experiment failed, but the method and steps are still robust and can help you fine-tune your own style or images. The tutorial will show the speaker's results and the process to fine-tune your own images using stable diffusion 2.0 in DreamBooth.