Set up and run Stability AI's SD 3.5 Large and Medium models in ComfyUI with optimized workflows.
Stability AI's Stable Diffusion 3.5 brings improved image quality, better prompt adherence, and native support for multiple aspect ratios. This guide covers downloading SD 3.5 Large (8B parameters) and Medium (2.6B parameters) model variants, ComfyUI node setup with the native SD3 workflow, text encoder configuration (triple CLIP: CLIP-L, CLIP-G, T5-XXL), VRAM requirements and optimization (fp8 for T5 encoder), comparison with SDXL and FLUX, prompt engineering differences from previous versions, and practical quality tips.
Complete setup guide for running Stable Diffusion natively on Apple Silicon Macs using MPS acceleration.
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.
Workflows from the Neura Market marketplace related to this Stable Diffusion resource