A highly memory-efficient layer-selective fine-tuning script for Stable Diffusion XL (SDXL) that trains only your chosen UNet layers while freezing the rest, allowing full-quality fine-tuning on just 12 GB VRAM.

ComfyUI nodes useful to Tweak SDXL, Illustrious, and NAI models by adjusting specific 'slices'. These nodes break the U-Net and CLIP into areas of application (like Style, Lighting, Word Logic...) and use sliders to boost or lower the intensity of any of those sections without training.

A simple web application built with NextJS to extract tags from booru websites. Just paste the URL of a booru post, and this tool will fetch and display the associated tags, ready for you to copy.

A research laboratory for ComfyUI workflow optimization, sampler analysis, and NoobAI XL pipelines. Includes engineering reports, Python maintenance tools, and sanitized production templates.

🎛️ Tweak SDXL and its variants with ComfyUI nodes to adjust model intensity rapidly, enhancing styles and effects without retraining.