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DiffusionBee is a native macOS desktop application that runs Stable Diffusion models entirely locally on the user machine without requiring internet access or cloud services. The application is optimized for Apple Silicon hardware, ensuring complete data privacy and local processing for AI image generation. The software provides capabilities for text-to-image synthesis, image-to-image transformation, generative fill (inpainting and outpainting), and image upscaling. It also supports ControlNet for structural guidance, visual variations, and local fine-tuning to train custom models on user-provided datasets. The solution is designed for visual artists, illustrators, designers, and AI creators using macOS who require full privacy, local control, and offline workflow capabilities. The application is distributed as a free and open-source local software package.