This repository provides ComfyUI nodes wrapping the SUPIR upscaling model. SUPIR uses an SDXL img2img pipeline with a custom ControlNet and special denoising encoder VAE for image enhancement. The nodes offer more efficient model loading, reduced memory usage, LoRA support, and multiple sampler options compared to the original Gradio demo.