
Design Assistant
DiffusionBee is a free, open-source macOS app for running Stable Diffusion locally with no cloud dependency. It provides a polished GUI for text-to-image, image-to-image, inpainting, outpainting, upscaling, video generation, and custom model training—all running 100% offline on your Mac. Optimized for Apple Silicon (M1/M2/M3), it is the most accessible entry point to local AI art on macOS.
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Consistently rated the best beginner-friendly Stable Diffusion GUI for Mac. Users praise the one-click install, clean UI, and complete offline privacy. Limitations: macOS only (no Windows or Linux); generation speed depends on Mac hardware (30 seconds on M1 Air, faster on M2/M3 Pro); lacks the advanced node-based workflows of ComfyUI; and model quality depends on which checkpoints you download—not built-in curation like Midjourney.
In-depth description and capability notes.
Text-to-image — Generate images from text prompts using Stable Diffusion models Generative fill (inpainting/outpainting) — Add, remove, or extend objects and regions in existing images Image-to-image — Transform existing images using text prompt guidance Image upscaler — AI-powered resolution enhancement for sharper outputs Custom model training — Train LoRA/fine-tuned models on your own image datasets locally ControlNet support — Generate images with specific structural control via control images 100% offline operation — All generation runs locally; no data sent to cloud servers
DiffusionBee suits Mac users who want full control, privacy, and zero ongoing cost for AI image generation. Creating AI art without subscriptions or per-generation fees Private image generation where prompts and outputs must stay local Experimenting with Stable Diffusion models and custom checkpoints Inpainting and outpainting for photo editing and object removal Training custom models on personal datasets (specific styles, faces, objects) Generating images for commercial use under CreativeML Open RAIL-M license Learning Stable Diffusion workflows before investing in cloud services Offline creative work without internet dependency