Whenever you migrate from the Stable Diffusion webui known as automatic1111 to the modern and more powerful ComfyUI, you’ll be facing some issues to get started easily.
This ComfyUI workflow sample merges the MultiAreaConditioning plugin with serveral loras, together with openpose for controlnet and regular 2x upscaling in ComfyUI.
The Stable Diffusion ComfyUI is a powerful GUI for AI image generation, but it’s also known for its limited documentation and steep learning curve for automatic1111 users.
Most SD models are trained with 512×512 or 768×768 square images, this means they are optimized to create 1:1 aspect ratio images. Using the Inpainting option with certain extensions you can expand your square images to create proper landscape or portrait images.
Download this small styles.csv file to add professional style presets to your Stable Diffusion automatic1111 prompt styles selector drop-down, which comes empty by default.
This is a quick becnhmark of different Stable Diffusion sampling methods using an Nvidia Geforce GTX 1660 Super video card with a simple prompt and no LoRA.
Configure SD AUTOMATIC1111 webui-user.bat file for optimal performance and avoid insufficient memory and black/green image errors with Nvidia GeForce GTX1660 and GXT1650 and related graphic cards series.