<h1 id="ultimate-comfyui-sdxlpdxlillustrious-workflow">Ultimate ComfyUI SDXL/PDXL/Illustrious Workflow</h1>My ComfyUI SDXL/PDXL/Illustrious workflow features three upscale/refine stages, OpenPose ControlNet, numerous detailers, and a neatly organized structure. Most options are easily configurable via the dashboard, using dropdowns or boolean toggles.<h3 id="notes:">Notes:</h3><ul><li>You will need to download the various bbox models to successfully run the detailers. You can find these models on huggingface/civitai. You can find the SAM model in the ComfyUI model manager.</li><li>You can disable detailers by bypassing the detailer node. You can also disable the entire group and the model loader. However, you must leave the <code>get_DETAILER_*_IMAGE</code> nodes enabled.</li></ul><h1 id="features:">Features:</h1>- Dual Model Setup: Enables a stylized model for initial generation and a secondary model for refinement/upscale stages. I typically use a PDXL/Illustrious model as the secondary one, as it excels at handling human anatomy, hands, and faces.- Three-Stage Sample/Upscale Design: Provides full control over upscaling and sampling, unlike consolidated HiRes Fix nodes. The incremental approach reduces artifacts and distortions while preserving details from the original generation.- Control Panel: Centralizes easy configuration of models, settings, and more—all in one place.- Consolidated Prompts: Dedicated locations for all prompts and detailer prompts.- Prompt Bypass Options: Bypass stage 2/3 prompts with a single click to use one positive/negative prompt across all stages. Selectively bypass positive, negative, or both.- Full Scaling Control: Adjust scaling factors for each stage independently.- Pony Toggles: Automatically add Pony scores to prompts if desired, keeping prompts clean and organized. This can be edited, and the text replaced, for embeddings instead.- Image Loader and Switch: Supports img2img or txt2img modes, with optional inversion and tinting.- LoRA Stacks: Separate stacks for stage 1, stages 2/3, and detailers, offering maximum control over LoRA application.- Automatic Image Dimensions: Handles width and height automatically (conditioning and scaling).- Eight Detailers: Includes hands, breasts, penis, butt, vagina, face, eyes/mouth, and jewelry.- Precise Masking: All detailers use bounding box (bbox) and Segment Anything Model (SAM) for accurate masks.- Hand Detailer: Utilizes OpenPose ControlNets to guide refinements for hands and fingers.- Face Detailer: Employs MediaPipe FaceMesh for ultimate control, detecting face, eyes, pupils, mouth, etc., individually or together.<h1 id="dependencies-(custom-nodes):">Dependencies (Custom Nodes):</h1><ul><li>Comfyroll Studio</li><li>Custom Scripts</li><li>Dream Project</li><li>Impact Pack</li><li>Inspire Pack</li><li>KJNodes</li><li>Tiled Diffusion</li><li>Easy Use</li></ul>

Ultimate ComfyUI SDXL/PDXL/Illustrious Workflow

<ul><li>refactored conditioning logic</li><li>refactored pos/neg regex (comma/period dedup)</li><li>modified stage 2 positive prompt integration when stage 2 positive bypass is disabled</li><li>removed is_pony logic to reduce complexity</li><li>added background persons detailer</li><li>added tiled diffusion to stage 2</li><li>added per-detailer LORA nodes</li><li>added additional notes/info</li><li>added detailer prep with image size normalization</li><li>added experimental support for latest YOLO models (see background detailer)</li><li>further fine tuning of stage nodes and detailer nodes</li></ul>

Files with SHA256: 279ae767d19816f1af8945fe2762c9a29d0189d0b9e79ebb30a01efd05a40c91