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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...
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Ultimate ComfyUI SDXL/PDXL/Illustrious Workflow
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.
Notes:
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.
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 get_DETAILER_*_IMAGE nodes enabled.
Features:
AI-generated commentary
AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.
Use this ComfyUI SDXL/PDXL/Illustrious workflow to create and refine images from text prompts or input images in txt2img or img2img mode, with three upscale/refine stages and multiple detailers.
A stylized model handles initial generation, followed by a secondary model for refinement and upscaling across three stages.
Detailers use bounding-box and SAM masks; OpenPose ControlNets guide hand refinements, while MediaPipe FaceMesh handles face features individually or together.
Eight detailers cover hands, breasts, penis, butt, vagina, face, eyes and mouth, and jewelry.
Provide a text prompt or input image; the image loader supports txt2img or img2img, with optional inversion and tinting.
Images pass through three sample/upscale stages, with width and height handled automatically for conditioning and scaling.
For the detailers, download the bbox models from huggingface/civitai and get the SAM model through the ComfyUI model manager.
Suggestion · not verified
The workflow lists these node packs: comfyroll, comfyui_controlnet_aux, comfyui-custom-scripts, comfyui-dream-project, comfyui-easy-use, comfyui-impact-pack, comfyui-impact-subpack, comfyui-inspire-pack, ComfyUI-TiledDiffusion, and ComfyUI-YOLO.
Listed model files include 4xNomosWebPhoto_RealPLKSR.pth, AssImplantsIL.safetensors, Betterhand1llust.safetensors, breast20size20slider20.h5T3.safetensors, diffusion_pytorch_model.safetensors, eye-000007.safetensors, illustrij_v21.safetensors, Innie_pussy_v2.safetensors, sam_vit\
The bbox files are bbox/adetailerJewelry_v10.pt, bbox/assdetailer-seg.pt, bbox/face_yolov8m.pt, bbox/female-breast-v4.7.pt, bbox/nipple.pt, bbox/penisV2.pt, bbox/PitHandDetailer-v2-Test-v9c.pt, and bbox/pussyV2.pt.
The control panel exposes model, setting, and prompt controls through dropdowns and boolean toggles.
Adjust scaling factors independently for each stage, and selectively bypass positive or negative prompts for stages 2 and 3 so one prompt can span all stages.
Use separate LoRA stacks for stage 1, stages 2 and 3, and detailers; Pony toggles can add scores, with text that can be edited or replaced for embeddings.
If you disable detailers, their group, or the model loader, keep the get_DETAILER_*_IMAGE nodes enabled.
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Sources
1 sourceSource excerpts
2 excerptsSource context: 1910 downloads · Type Workflows · Base model Illustrious
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.
Dependencies (Custom Nodes):
Comfyroll Studio
Custom Scripts
Dream Project
Impact Pack
Inspire Pack
KJNodes
Tiled Diffusion
Easy Use
Estimated VRAM requirement
Estimate unavailable
6.91 GB across 1 of 19 model files. Model file total + 25% loading overhead + 2 GB execution buffer, rounded up.
Requirements
29 requirements4xNomosWebPhoto_RealPLKSR.pth
Not resolvedUpscaler · Unknown
AssImplantsIL.safetensors
Not resolvedLoRA · Unknown
Object Detector · Hugging Face · bbox/adetailerJewelry_v10.pt
Object Detector · Hugging Face · bbox/assdetailer-seg.pt
Object Detector · Hugging Face · bbox/face_yolov8m.pt
Object Detector · Hugging Face · bbox/female-breast-v4.7.pt
Object Detector · Hugging Face · bbox/nipple.pt
Object Detector · Hugging Face · bbox/penisV2.pt
bbox/PitHandDetailer-v2-Test-v9c.pt
Not resolvedObject Detector · Hugging Face · bbox/PitHandDetailer-v2-Test-v9c.pt
Object Detector · Hugging Face · bbox/pussyV2.pt
Betterhand1llust.safetensors
Not resolvedLoRA · Unknown
breast20size20slider20.h5T3.safetensors
Not resolvedLoRA · Unknown
diffusion_pytorch_model.safetensors
PossibleControlNet · Unknown
eye-000007.safetensors
Not resolvedLoRA · Unknown
Checkpoint · 6.91 GB · SAFETENSOR · fp16 · Unknown
Innie_pussy_v2.safetensors
Not resolvedLoRA · Unknown
sam_vit_l_0b3195.pth
ConflictSegmentation · Unknown
sdxl_vae.safetensors
Not resolvedVAE · Unknown
yolo26l.pt
Not resolvedCheckpoint · Unknown
comfyroll
Not resolvedNode pack · Registry
comfyui_controlnet_aux
PossibleNode pack · Registry
Node pack · Registry
Source context: 1858 downloads · Type Workflows · Base model Illustrious
Node pack · Registry
Node pack · Registry
Node pack · Registry
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Node pack · Registry
