This repository provides tools to convert Stable Diffusion models from PyTorch to Core ML format for deployment on Apple devices including Mac, iPad, and iPhone. It includes a Python package for model conversion and inference using Hugging Face diffusers, plus a Swift package for integrating image generation into iOS/macOS Xcode projects. The implementation targets Apple Silicon (M1 and A14+) and supports various compute units and attention implementations for optimized performance.