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Welcome to One Little Coder's table diffusion tutorial where we will learn how to create our own stable diffusion model. Specifically, we will focus on fine-tuning stable diffusion version 2.0. The latest model is available for you to customize for your own images or style. The creator admits that their experiment with fine-tuning failed, but the method and steps presented are robust and can help you fine-tune your own images using stable diffusion 2.0. The video will showcase their process and the final results.