ControlFlowUtils

CycleContinue

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CycleEnd

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2 outputs

DataMonitor

Your one stop shop for all things Data in ComfyUI. This node allows you to visualize the output of any nodes with full passthrough support, serves as a convenient textbox while allowing you to pick the type of the data you wish to convert your output to, supports advanced features including the ability to run advanced mathematical evaluations, data generations, conditions and straight up any valid python code in a safe and non-exploitable manner, and much, much more! For a full list of supported features, consult the wiki entry.

FallbackAnyBatch

This node allows you to create batches with any kind of Data, whether they're images, latents or even primitive data types like strings, tuples and lists. It will dynamically adjust to the data you give it and all the inputs are optional, so you don't have to worry about missing nodes. Invaluable to use within loops and cycles when you're trying to combine multiple image generations but the first iteration of the loop only has the one image!

0 inputs · 1 parameter

FallbackImagePreviewer

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1 input · 4 parameters · 1 output

FolderSearch

Easily retrieve a list of files within a folder of your choice for processing within ComfyUI with many options to customize the searching operation, such as filtering by extension or path masks, retrieving folders and files by name, relative, or absolute paths, retrieving one file at a time or all at once and much much more!

0 inputs · 8 parameters

GarbageCollector

This one is for everyone with low RAM (16gb or less) systems that struggle with too much memory usage and keep having to cache or resort to page files which drastically slows down execution. This node will force ComfyUI, Torch and Python to garbage collect, as well as allow for full RAM clearing on Windows, to free up as much memory as possible for your image generation!

HaltExecution

This node allows you to instantly cancel the prompt or simply to block execution past a certain point based on a specific condition. You can use it to have your workflow execute different sections based on conditions, allowing for very complex behaviors to be implemented or to abort out of certain operations prematurely.

IfConditionSelector

Compact description unavailable for this node.

ImageResolutionAdjust

This node will dynamically adjust the sizes of your images for any aspect ratio of your choice by performing the calculations to maintain the ratio for you for any given width, height or scaling factor. A real timesaver, now you don't need to do the math with a bunch of nodes anymore, and you can even change the scaling dynamically!

0 inputs · 6 parameters · 3 outputs

InvertCondition

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LoopClose

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LoopOpen

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LoraSelector

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MemoryStorage

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ModelSelector

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NullInput

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0 outputs

NullOutput

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0 inputs · 0 parameters

ReadTextFile

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0 inputs · 3 parameters · 1 output

SaveTextFile

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0 inputs · 4 parameters · 1 output

SimpleToggle

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1 output

StringOperation

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UniversalSwitch

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UnloadModels

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VAESelector

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Wait

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