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Stable Diffusion is a powerful tool for data analysis and visualization that can handle large datasets and produce high-quality graphics. This guide will show you how to install and run Stable Diffusion on Windows. It uses computer-based neural networks trained on the LAION-5B project to generate images from text. It has two main releases, Version 1 and Version 2, which use different datasets and neural networks. Version 2 has more advanced features, such as the ability to generate images up to 2K in size.