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I've spent a lot of time learning from others and tweaking this workflow, and I thought someone might find it useful. it is very customized to my need and way of thinking / working, but hopefully some part will make...
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Quellenbeschreibung
I've spent a lot of time learning from others and tweaking this workflow, and I thought someone might find it useful. it is very customized to my need and way of thinking / working, but hopefully some part will make sense / help you.
What it can do :
Save configuration of different checkpoints (recommended sampler, scheduler, cfg, positive and negative tags). I love to play with various models, and having a workflow per model was a pain, and keeping track of what settings worked for which model was cumbersome. This workflow adresses these issues.
Hint image will be resized to fit the picked resolution, will be used as latent if you set denoise below 1, and can be used by various control nets (depth, canny, scribble, openpose and tile)
FaceID IPA can be enabled (setup can be troublesome though, I've installed my comfy with miniforge and it worked like a charm). The workflow has a "FACE" prompt in the create group, that must match a folder in your input directory (change the path in the Face IPA group to match your setup). I usually put between 3 and 6 face photography of the subject, 512px square PNG.
KI-generierter Kommentar
KI-generierte Erklärung auf Grundlage von Quellen- und Konfigurationsdetails. Vorschläge sind klar gekennzeichnet.
All In One SDXl / Ill workflow is for creating Illustrious/SDXL images from text prompts or hint images; it supports depth, canny, scribble, openpose, and tile controls, plus FaceID IPA, PAG, Face Detailer, and upscaling, and can save images with Civitai model and LoRA metadata.
Start with a batch without PAG, Face Detailer, or upscaling, then refine a selected image.
Vorschlag · nicht geprüft
A hint image is resized to the chosen resolution; with denoise below 1, it is used as the latent and can provide depth, canny, scribble, openpose, or tile controls.
Prompts can come from Florence2 describing a hint image, a random line from a text file, or a mix of English and your natural language through Google Translate.
Dragging an image from the viewer into the workflow can recreate the workflow and seed used for that image generation.
Clone https://github.com/nkchocoai/ComfyUI-SaveImageWithMetaData.git into /custom_nodes for the save-image node.
Vorschlag · nicht geprüft
For FaceID IPA, set the Face IPA path to an input folder whose name matches the FACE prompt, and use 3 to 6 square 512px PNG face photos.
Vorschlag · nicht geprüft
Node packs listed: comfyui-kjnodes; comfyui-florence2; comfyui_tinyterranodes; pr-was-node-suite-comfyui-47064894; sd-perturbed-attention; comfyui_custom_nodes_alekpet; comfyui-easy-use; comfyroll; comfyui_ipadapter_plus.
Additional node packs listed: comfyui-inspire-pack; comfyui-crystools; comfyui_ultimatesdupscale; comfyui_controlnet_aux; comfyui-saveimagewithmetadata; comfyui_fearnworksnodes; comfyui-impact-pack; comfyui-impact-subpack; rgthree-comfy.
Model and file names listed: magicILL_magicILLEPSV2.safetensors; pixelAlchemy_pixelAlchemyV30.safetensors; 4x_foolhardy_Remacri.pth; diffusion_pytorch_model_V2.safetensors; BSSEquinoxILPNSemi_v10.safetensors; MiaoshouAI/Florence-2-large-PromptGen-v2.0; bridgetoonsMix_v40.safetens
Fast Group Bypasser can match groups by color, giving separate toggle blocks for power-ups and models; a toggle arrow centers the view on that group.
Reroute nodes can be labeled from their outputs, and moving a reroute connection can switch model choice or turn PAG routing on.
FaceID IPA setup can be troublesome, and the Face Detailer may not be optimal.
PAG runs after the basic KSampler on a 1.3x-upscaled image, adds 14 steps to the render process, and needs manual routing when enabled.
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Quellen
1 QuelleQuellenauszüge
1 AuszugSource context: 3076 downloads · Type Workflows · Base model Illustrious
PAG / Perturbed Attention Guidance , discovered this last week and I think I like it. In this workflow, it will run after the basic ksampler, on an 1.3 x upscaled image. It adds 14 steps to the render process, so it's a personal choice. It can be toggled on and off (but you also need to wire the routing manually).
Face Detailer is there, but It might not be optimal, if you have any advice....
Upscaler is there too, nothing fancy.
for prompting, you can :
have an llm write the prompt based on the Hint image (Florence2)
pick a random line from a text file
mix english with your natural language, via google translate
Image saved will have correct metadata for Civitai (models and loras)
Tricks used :
Fast Group Bypasser node, from rgthree, can be setup to match only Groups of a certain color :
This way I've got 2 distinct "toggles" block, one for the power-ups, one for the models.
Worth noting : if you click the arrow next to a toggle, if will center your view on the selected group.
Reroute node can have a label, right click on the output to add / change :
So my workflow uses this when a condition is not possible with Comfy, for the model choice above, and for perturbed attention :
Here it's off, to wire it you just have to move the connexion :
And a pretty obvious one, but I've only found it recently : you can drag an image from the viewer to the workflow ; it will re-create the workflow and seed used in this image generation.
What I tend to do is run a batch without anything fancy (PAG, face detailer or upscaler), then pick one picture I like and try to improve it.
Setup
Install missing custom nodes and pray ? It won't work for the save image node I use, you'll have to clone it.
cd /custom_nodes git clone https://github.com/nkchocoai/ComfyUI-SaveImageWithMetaData.git
I've tried to add notes on the workflow, but my main advice is don't hesitate to trash parts of it for now, replace nodes or stuff you don't need, etc...
Most control net should be available on Comfy Model Manger.
Remaining hardware or download-size estimates are not available yet.
Anforderungen
Upscaler · 63.9 MB · PTH · Unknown
Object Detector · Hugging Face · bbox/face_yolov8n_v2.pt
Object Detector · Hugging Face · bbox/hand_yolov8s.pt
bridgetoonsMix_v40.safetensors
Nicht aufgelöstCheckpoint · Unknown
BSSEquinoxILPNSemi_v10.safetensors
Nicht aufgelöstCheckpoint · Unknown
CLIP-ViT-bigG-14-laion2B-39B-b160k.safetensors
Nicht aufgelöstVision model · Unknown
comfyui_ultimatesdupscale
Datei ungeprüftUpscaler · Registry
controlnetxlCNXL_eugeoterDepth.safetensors
Nicht aufgelöstControlNet · Unknown
ControlNet · 2.33 GB · SAFETENSORS · fp16 · full · Unknown
diffusion_pytorch_model.safetensors
MöglichControlNet · Unknown
dmd2_sdxl_4step_lora.safetensors
GefundenLoRA · 751 MB · SAFETENSOR · Unknown
hyphoriaRealIllu_v09.safetensors
Nicht aufgelöstCheckpoint · Unknown
magicILL_magicILLEPSV2.safetensors
Nicht aufgelöstCheckpoint · Unknown
matrixHentai_v50.safetensors
Nicht aufgelöstCheckpoint · Unknown
MiaoshouAI/Florence-2-large-PromptGen-v2.0
Datei ungeprüftVision model · Hugging Face · MiaoshouAI/Florence-2-large-PromptGen-v2.0
noobaiXLNAIXL_vPred10Version.safetensors
Nicht aufgelöstCheckpoint · Unknown
noobIPAMARK1_mark1.safetensors
Nicht aufgelöstCheckpoint · Unknown
OpenPoseXL2.safetensors
Nicht aufgelöstControlNet · Unknown
pixelAlchemy_pixelAlchemyV30.safetensors
Nicht aufgelöstCheckpoint · Unknown
plantMilkModelSuite_hempII.safetensors
Nicht aufgelöstCheckpoint · Unknown
plantMilkModelSuite_walnut.safetensors
Nicht aufgelöstCheckpoint · Unknown
Segmentation · 358 MB · PTH · Unknown
comfyroll
Nicht aufgelöstKnotenpaket · Registry
comfyui_controlnet_aux
MöglichKnotenpaket · Registry
comfyui_custom_nodes_alekpet
GefundenKnotenpaket · Registry
Knotenpaket · Registry
comfyui_ipadapter_plus
MöglichKnotenpaket · Registry
comfyui_tinyterranodes
GefundenKnotenpaket · Registry
comfyui-crystools
GefundenKnotenpaket · Registry
comfyui-easy-use
GefundenKnotenpaket · Registry
comfyui-florence2
MöglichKnotenpaket · Registry
comfyui-impact-pack
GefundenKnotenpaket · Registry
comfyui-impact-subpack
GefundenKnotenpaket · Registry
Knotenpaket · Registry
Knotenpaket · Registry
comfyui-saveimagewithmetadata
GefundenKnotenpaket · Registry
pr-was-node-suite-comfyui-47064894
Nicht aufgelöstKnotenpaket · Registry
rgthree-comfy
GefundenKnotenpaket · Registry
Knotenpaket · Registry
