Complete setup guide for running Stable Diffusion natively on Apple Silicon Macs using MPS acceleration.
Run Stable Diffusion on Apple Silicon Macs with native MPS (Metal Performance Shaders) acceleration. Covers installation methods for Automatic1111 WebUI, ComfyUI, and Diffusion Bee (GUI app). Addresses Apple Silicon-specific issues: MPS memory management, optimal batch sizes for unified memory (16GB vs 32GB vs 64GB M-series), SDXL performance expectations, known MPS bugs and workarounds, recommended models that work well on Mac, and performance comparisons with NVIDIA GPUs. Includes homebrew prerequisites and Python environment setup.
Detailed explanation of every Kohya_ss LoRA training parameter with recommended values for SD 1.5, SDXL, and FLUX models.
Generate short video clips from images using Stable Video Diffusion, CogVideoX, and other open-source video models.
Step-by-step guide to running Stable Diffusion on cloud GPU providers when local hardware is insufficient.
Advanced inpainting techniques in ComfyUI including mask control, ControlNet integration, and seamless outpainting.
Create stunning animated sequences and AI music videos using Deforum with Stable Diffusion.
Advanced ControlNet guide covering multi-control combinations, weight balancing, and compositional control for professional results.
Workflows from the Neura Market marketplace related to this Stable Diffusion resource