Hello there and thanks for checking out this workflow!
What's new in v27? : Major rework with new SubGraphs to streamline and compact the workflow even more, removal of outdated/broken nodes + fixes and optimizations all over!
—Purpose—
Built to provide an advanced, versatile and modular workflow for Flux with focus on efficiency, structure and information.
It comes with many notes explaining node settings and recommendations, as well as general guides from instructions to troubleshooting.
—Features—
Convenient loaders for all common versions of Flux and Clip models
Full metadata; recognized by CivitAI
LoRA support
SageAttention, EasyCache + Model Compile acceleration
ControlNet with Union support
Flux Tools LoRAs Canny + Depth (alt. to CNet based on LoRA)
Flux Redux (similar to IPAdapter)
PuLID (SVDQuant version only)
Wildcard prompting
Installation and download guide for models and nodes
multiple passes with optional upscales
— 1st : Detail Daemon + Variation Seed
— 2nd : DD. + Tiled Diffusion / UltimateSDUpscale
— ADetailer with dedicated LoRA Loader
— Inpainting
—Custom Nodes—
ComfyUI-nunchaku — SVDQuant version only
All of which can be installed through the ComfyUI-Manager
—Troubleshooting—
If nodes show up red (failing to load), check the 'Install Missing Custom Nodes' tab of the ComfyUI Manager for the missing node packs and install them.
Please check if all custom node packs load properly after installing, i.e. no
(IMPORT FAILED)messages next to any of them in the console upon ComfyUI startup.Always reload/drag'n'drop the original, downloaded workflow file into ComfyUI to reload an intact version of the workflow.
→ The last opened workflow that appears on startup shows a cached version of the workflow, "remembering" group nodes that failed due to missing nodes as failed, keeping them broken even after having everything installed correctly.
—Thanks—
The workflow would not be possible as is without these custom node packs. If you want to support the custom node creators, give them a ⭐ on their github repos! Thank you!
Feel free to ask questions, share improvements and suggestions in the comment section!
Let me know if you encounter confusing points I can elaborate on in the next update!
Description
v22
- bugfix on UNet GGUF and UNet NF4 loaders
- reworked seed handling from 'int' to 'number'
- rework of ControlNet loaders; strongly improved "Classic ControlNet"
- merge of group nodes "Croptional" and "Image Resize +"
- removed "Stat Preview" as it will be a regular feature in frontend v1.11.2
- small design tweaks
FAQ
Comments (9)
Loaded it all of these are missing!
InversionDemoLazyIndexSwitch(In group node 'workflow>ControlNet — AIO')
workflow>ControlNet — AIORemove from workflow
InversionDemoLazySwitch(In group node 'workflow>Flux Redux — AIO')
workflow>Flux Redux — AIORemove from workflow
workflow>Flux Tools — Canny + DepthRemove from workflow
workflow>Core SettingsRemove from workflow
UNETLoaderNF4(In group node 'workflow>AIO Loader — UNet NF4')
workflow>AIO Loader — UNet NF4Remove from workflow
workflow>Sampler — Tiled Diffusion —OR— Ultimate UpscaleRemove from workflow
workflow>ADetailer — AIORemove from workflow
workflow>Inpainting — AIORemove from workflow
LlavaClipLoader(In group node 'workflow>LLava Loader')
workflow>LLava LoaderRemove from workflow
LLava Loader Simple(In group node 'workflow>LLava Loader')
workflow>Sampler — Detail DaemonRemove from workflow
workflow>Smart Fill PaddingRemove from workflow
workflowLoRA Signal
CheckpointLoaderNF4
workflowSave — Pass IV
StructuredOutput
SimpleText
workflowLoRA Signal AD
workflowSmart Fill Padding
workflowControlNet — AIO
workflowFlux Redux — AIO
workflowLLava Loader
workflowAIO Loader — UNet NF4
workflowFlux Tools — Canny + Depth
workflowSampler — Tiled Diffusion —OR— Ultimate Upscale
workflowSampler — Detail Daemon
workflowADetailer — AIO
workflowInpainting — AIO
workflowCore Settings
Hey there, did you follow the Troubleshooting section on this page to install the custom node packs?
same issue, due to the large numbers of nodes idk how to evaluate which nodes have to be installed manually. can you please point the manual ones out?
installed all "missing nodes" and updated all. installed Allor manually. what else needs to be installed manually ? idk how to tell which node packe all of these missing ones belong to:
InversionDemoLazyIndexSwitch(In group node 'workflow>ControlNet — AIO')
workflow>ControlNet — AIORemove from workflow
SimpleMathFloat+(In group node 'workflow>Loader — LoRA')
workflow>Loader — LoRARemove from workflow
Image Saver(In group node 'workflow>Save — Pass IV')
workflow>Save — Pass IVRemove from workflow
workflow>Flux Redux — AIORemove from workflow
InversionDemoLazySwitch(In group node 'workflow>Flux Redux — AIO')
workflow>Flux Tools — Canny + DepthRemove from workflow
workflow>Core SettingsRemove from workflow
workflow>Save — 1st PassRemove from workflow
workflow>Save — 2nd PassRemove from workflow
workflow>Save — Final PassRemove from workflow
workflow>Save — InpaintRemove from workflow
workflow>Save — AD PassRemove from workflow
OverrideCLIPDevice(In group node 'workflow>AIO Loader — UNet Diffusers')
workflow>AIO Loader — UNet DiffusersRemove from workflow
UNETLoaderNF4(In group node 'workflow>AIO Loader — UNet NF4')
workflow>AIO Loader — UNet NF4Remove from workflow
workflow>AIO Loader — GGUFRemove from workflow
SimpleMathDual+(In group node 'workflow>Sampler — Tiled Diffusion —OR— Ultimate Upscale')
workflow>Sampler — Tiled Diffusion —OR— Ultimate UpscaleRemove from workflow
Sampler Selector (Image Saver)(In group node 'workflow>Sampler — Tiled Diffusion —OR— Ultimate Upscale')
Scheduler Selector (Comfy) (Image Saver)(In group node 'workflow>Sampler — Tiled Diffusion —OR— Ultimate Upscale')
Float Literal (Image Saver)(In group node 'workflow>Sampler — Tiled Diffusion —OR— Ultimate Upscale')
TiledDiffusion(In group node 'workflow>Sampler — Tiled Diffusion —OR— Ultimate Upscale')
SimpleMathInt+(In group node 'workflow>ADetailer — AIO')
workflow>ADetailer — AIORemove from workflow
workflow>Inpainting — AIORemove from workflow
workflow>Sampler — Detail DaemonRemove from workflow
workflow>Loader — LoRA ADRemove from workflow
workflow>Smart Fill PaddingRemove from workflow
workflowLoRA Signal
CheckpointLoaderNF4
workflowConditioning — Default
workflowSave — Pass IV
workflowControlNet Control
workflowPuLID — AIO
workflowLoRA Signal AD
workflowSmart Fill Padding
workflowControlNet — AIO
workflowRandom Image from Folder
workflowFlux Redux — AIO
workflowLLava Loader
workflowLoader — LoRA
workflowAIO Loader — UNet NF4
workflowFlux Tools — Canny + Depth
workflowSampler — Tiled Diffusion —OR— Ultimate Upscale
workflowSampler — Detail Daemon
workflowLoader — LoRA AD
workflowADetailer — AIO
workflowInpainting — AIO
workflowCore Settings
workflowAIO Loader — GGUF
workflowAIO Loader — UNet Diffusers
@tazztone Hey there, the only nodes requiring special attention are marked on this model page under "Specific installation instructions :" as well as in the in-workflow manual under "I.1. List" and explained in "I.2. Troubleshooting"
Also make sure to load the originally downloaded workflow file after installing all node packs as the workflow shown on startup is an auto-saved faultily cached one.
Just close all workflow tabs that might open on startup and then drag and drop the workflow file in 👌
I am also working on an update for this workflow with changes that will solve the issues with custom node packs that have annoying installation procedures 🙌
for the life of me i tried to follow every suggestion and still can't get the "workflow" nodes to work.
When loading the graph, the following node types were not found
SimpleMathFloat+
(In group node 'workflow>Loader — LoRA')
workflow>Loader — LoRA
workflow>Flux Redux — AIO
workflow>Loader — LoRA AD
SimpleMathDual+
(In group node 'workflow>Smart Fill Padding')
workflow>Smart Fill Padding
workflow>1st Pass — Config
workflow>Tiled Diffusion — Ultimate Upscale — Config
workflow>Tiled Diffusion — Ultimate Upscale — Sampler
workflow>ADetailer — Config
SimpleMathInt+
(In group node 'workflow>ADetailer — Config')
workflow>Inpaint — Masking
workflow>Inpaint — Config
@tazztone The "SimpleMathFloat+" node is part of the ComfyUI_essentials pack. Can you confirm you have it installed and functioning properly?
I use it in a lot of group nodes, so it could be the only node pack that you're missing
@RedPinkRetro yes it is installed 🤔 also updated all nodes
@tazztone And is it installed properly, loading on startup without any (IMPORT FAILED) warnings in the console?
I can take a look if you send me your console log. Just startup Comfy and after it's done loading copy-paste the entire console into a .txt file and pm me with it.
https://wormhole.app/