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Stable Diffusion is an open-source machine learning model that can generate images from text, modify images based on text, or enhance low-resolution or low-detail images. It has been trained on billions of images and is available for free for personal use on both PC and Mac. It is easy to install and use, making it a great choice for those who want to experiment with AI image generation.