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Stable Diffusion in Java (SD4J) is a modified port of the Stable Diffusion C# implementation with support for negative text inputs. Stable diffusion is a deep learning text to image model based on diffusion. SD4J can be used, via the GUI or programmatically in Java applications, to generate images.