sd-dynamic-thresholding

Why we included this project

Stable Diffusion users who crank the guidance scale past the usual sweet spot often end up with blown-out colors, harsh contrast, or oversaturated edges. Dynamic Thresholding fixes that by clamping the latents between sampler steps, which keeps higher CFG values usable without the visual degradation. It ships as a plugin for the three common interfaces: AUTOMATIC1111 WebUI, ComfyUI, and SwarmUI. SwarmUI includes it out of the box, WebUI users install it through the Extensions tab, and ComfyUI users add a node. The demo grid on the project site makes it easy to compare how different threshold settings affect the same prompt before you commit one to your workflow.