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In this tutorial from One Little Coder, 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 to customize it for our own images or style. The creator notes that their fine-tuning experiment failed but believes the steps outlined in the video can still be helpful for others. The tutorial will demonstrate their process and show the results.