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pamparamm/sd-perturbed-attention ★ 300 26 APPLICATION

This repository provides a collection of custom nodes for ComfyUI and SD WebUI (reForge) that implement various guidance techniques for diffusion models. It includes implementations of Perturbed-Attention Guidance (PAG), Smoothed Energy Guidance (SEG), Sliding Window Guidance (SWG), PLADIS, Normalized Attention Guidance (NAG), Token Perturbation Guidance (TPG), Frequency-Decoupled Guidance (FDG), Momentum Guidance (MG), and Sliding Mode Control CFG (SMC-CFG). The architecture consists of modular node files, shared utility functions, and backend compatibility layers. Key entry points are the ComfyUI extension registration in __init__.py and the reForge integration scripts in the scripts directory. The system modifies the denoising process of diffusion models by injecting guidance computations at specific U-Net blocks, enhancing image quality and control.

RATING: 8.3/10 MAINT: active DRIFT: low
#diffusion-guidance #comfyui-extension #perturbed-attention #momentum-guidance #frequency-domain #sparse-attention #guidance-techniques
▸ 2 reusable components found
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