ComfyUI workflow for FLUX models. The overall idea of this workflow is to be able to have more control over noise manipulations. This wflow designed to get advantage of using 2 advanced KSamplers and High-res Fix,...
Runtime profile
Source description
ComfyUI workflow for FLUX models. The overall idea of this workflow is to be able to have more control over noise manipulations. This wflow designed to get advantage of using 2 advanced KSamplers and High-res Fix, also provides other basic functionalities such as:
Flux model loaders including GGUF variants.
Lora stacks.
CPU transfer nodes.
Basic Txt2Img with Florence2 nodes.
Img2Img with autoresizing.
Controlnets - UnionPro and Shakkerlabs.
Ultimate SD upscaler.
AI-generated commentary
AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.
Use this ComfyUI workflow to create FLUX images from a text prompt or existing image, with preview and saving, while giving more control over noise manipulation through two advanced KSamplers and High-res Fix.
The workflow covers FLUX loading, text and image processing, sampling, ControlNets, upscaling, image preview, and image saving.
It connects to FLUX, text-encoding, vision, upscaling, and depth ControlNet models.
Enter a text prompt for text-to-image or load an existing image for image-to-image; the image-to-image path includes autoresizing.
Image results can be previewed and saved, and the workflow includes Ultimate SD upscaling.
Available features include FLUX model loaders, including GGUF variants, Lora stacks, UnionPro and Shakkerlabs ControlNets, and CPU transfer nodes.
The listed base model is Flux.1 D, the workflow is published by Nxssar, and instructions and links are included in the workflow.
Models named for this workflow include flux1-dev.safetensors; t5xxl_fp16.safetensors; flux-canny-controlnet-v3.safetensors; flux-depth-controlnet-v3.safetensors; 4x_NMKD-Siax_200k.pth; thwri/CogFlorence-2.2-Large; and ViT-L-14-BEST-smooth-GmP-TE-only-HF-format.safetensors.
Named ComfyUI nodes include AIO_Preprocessor; Anything Everywhere3; CLIPTextEncodeFlux; ControlNetApplyAdvanced; ControlNetLoader; CR Aspect Ratio; CR Image Input Switch; CR Img2Img Process Switch; CR Text Input Switch; DownloadAndLoadFlorence2Model; DualCLIPLoader; easy image;
Other named ComfyUI nodes include Fast Groups Bypasser (rgthree); Fast Groups Muter (rgthree); Florence2Run; Image Comparer (rgthree); Image Inset Crop (rgthree); Image Save; ImageResizeKJ; ImageScaleToTotalPixels; INTConstant; iToolsPromptStylerExtra; KSampler; KSamplerAdvanced;
For more control over noise manipulation, use the two advanced KSamplers and High-res Fix.
Suggestion · not verified
Choose the text-to-image or image-to-image path, with Lora stacks, ControlNets, or Ultimate SD upscaling as applicable.
Suggestion · not verified
Before use, verify that the listed models and ComfyUI nodes are available, including flux-canny-controlnet-v3.safetensors and ViT-L-14-BEST-smooth-GmP-TE-only-HF-format.safetensors.
Suggestion · not verified
No license is stated for this workflow; check applicable terms before use.
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Sources
1 sourceSource excerpts
1 excerptSource context: 547 downloads · Type Workflows · Base model Flux.1 D
All instructions and links provided in the workflow itself.
Remaining hardware or download-size estimates are not available yet.
Requirements
4x_NMKD-Siax_200k.pth
Not resolvedUpscaler · Unknown
DualCLIPLoader
PossibleText encoder · Unknown
flux-canny-controlnet-v3.safetensors
Not resolvedControlNet · Unknown
ControlNet · 1.39 GB · SAFETENSORS · Unknown
Checkpoint · 22.2 GB · SAFETENSORS · fp32 · full · Unknown
LatentUpscaleBy
PossibleUpscaler · Unknown
OverrideVAEDevice
File unverifiedVAE · Unknown
Text encoder · 9.12 GB · SAFETENSORS · Unknown
Vision model · Hugging Face · thwri/CogFlorence-2.2-Large
UltimateSDUpscale
PossibleUpscaler · Unknown
UpscaleModelLoader
PossibleUpscaler · Unknown
VAEDecode
PossibleVAE · Unknown
VAEEncode
PossibleVAE · Unknown
VAELoader
PossibleVAE · Unknown
ViT-L-14-BEST-smooth-GmP-TE-only-HF-format.safetensors
Not resolvedText encoder · Unknown
Node pack · Unknown
Anything Everywhere3
FoundNode pack · Unknown
CLIPTextEncodeFlux
Not resolvedNode pack · Unknown
ControlNetApplyAdvanced
PossibleNode pack · Unknown
ControlNetLoader
PossibleNode pack · Unknown
CR Aspect Ratio
FoundNode pack · Unknown
CR Image Input Switch
FoundNode pack · Unknown
CR Img2Img Process Switch
FoundNode pack · Unknown
CR Text Input Switch
FoundNode pack · Unknown
DownloadAndLoadFlorence2Model
PossibleNode pack · Unknown
easy imageSize
FoundNode pack · Unknown
Fast Groups Bypasser (rgthree)
Not resolvedNode pack · Unknown
Fast Groups Muter (rgthree)
Not resolvedNode pack · Unknown
Florence2Run
PossibleNode pack · Unknown
Image Comparer (rgthree)
Not resolvedNode pack · Unknown
Image Inset Crop (rgthree)
Not resolvedNode pack · Unknown
Image Save
FoundNode pack · Unknown
ImageResizeKJ
PossibleNode pack · Unknown
ImageScaleToTotalPixels
PossibleNode pack · Unknown
Node pack · Unknown
Node pack · Unknown
KSampler
PossibleNode pack · Unknown
KSamplerAdvanced
PossibleNode pack · Unknown
Load image with metadata [Crystools]
Not resolvedNode pack · Unknown
LoadImage
PossibleNode pack · Unknown
ModelSamplingFlux
Not resolvedNode pack · Unknown
OverrideCLIPDevice
FoundNode pack · Unknown
Power Lora Loader (rgthree)
Not resolvedNode pack · Unknown
Preview from metadata [Crystools]
Not resolvedNode pack · Unknown
PreviewBridgeLatent
FoundNode pack · Unknown
PreviewImage
PossibleNode pack · Unknown
Node pack · Unknown
Prompts Everywhere
FoundNode pack · Unknown
RepeatLatentBatch
PossibleNode pack · Unknown
Seed Everywhere
FoundNode pack · Unknown
ShowText|pysssss
FoundNode pack · Unknown
UNETLoader
PossibleNode pack · Unknown