Introduction to Flux models (Pro, Dev, Schnell) for SD users, covering architecture differences, prompt style changes, local setup requirements, and when to use Flux vs traditional SD models.
Flux model overview for SD users: Flux Pro (API-only, highest quality), Flux Dev (open-weight, local use), Flux Schnell (fast, 4-step generation), architecture differences from SD, natural language prompting style, local setup requirements (12GB+ VRAM recommended), and guidance on when to choose Flux vs SD for different projects.
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