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In this tutorial, we will learn how to create our own stable diffusion model by fine-tuning stable diffusion model with Dream Booth. Specifically, we will focus on fine-tuning stable diffusion version 2.0. The creator experienced failure in their fine-tuning experiment, but the steps shared in the video are robust and can help you fine-tune your own style or images using stable diffusion 2.0 in Dream Booth. The creator acknowledges that the output may not look good, but the methods and steps shared in the tutorial are reliable.