DiffusionKit is an open-source project aimed at providing local inference capabilities for diffusion models on Apple silicon devices. It achieves efficient image processing by converting PyTorch models to Core ML format and using MLX for image generation. The project supports Stable Diffusion 3 and FLUX models, enabling both image generation and image-to-image transformations.