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ComfyUI custom nodes

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Examples

X/Y/Z-plot

seeds, steps, cfg scales and others

workflow link

xyz plot 1

models

workflow link

xyz plot 2

VAEs

workflow link

xyz plot 3

Merge

simple merge and merge block weighted (thanks for @bbc-mc)

BMW

workflow link

merge block weighted

Multi-BMW

BMW with multi-alpha like supermerger (thanks for @hako-mikan)

workflow link

multi merge block weighted

Latent visualization

visualization of 4-channel latent tensor

workflow link

latent visualization

Node List

Latent nodes

category node name input type output type desc.
latent RandomLatentImage INT, INT, INT LATENT (width, height, batch_size)
latent VAEDecodeBatched LATENT, VAE, INT IMAGE VAE decoding with specified batch size
latent VAEEncodeBatched IMAGE, VAE, INT LATENT VAE encoding with specified batch size
latent LatentToImage LATENT, FLOAT, FLOAT IMAGE convert 4-ch latent tensor to 4 grayscale images
latent LatentToHist LATENT, ... IMAGE create a histogram of the input latent

Sampling nodes

category node name input type output type desc.
sampling KSamplerSetting MODEL, CONDITIONING, CONDITIONING, LATENT DICT aggregate sampler's setting to single dict
sampling KSamplerOverrided various LATENT override sampler's setting defined by KSamplerSetting
sampling KSamplerXYZ various LATENT generate latents with values

Model nodes and Loader nodes

category node name input type output type desc.
loader StateDictLoader (model name) DICT load state_dict
model Dict2Model DICT, (config_file) MODEL instantiate a model from given state_dict
model StateDictMerger DICT, DICT, FLOAT MODEL, CLIP, VAE merge two or three models
model StateDictMergerBlockWeighted DICT, DICT DICT merge two models with per-block weights
model StateDictMergerBlockWeightedMulti MODEL, MODEL, STRING MODEL, CLIP, VAE merge two models with per-block weights
model SaveStateDict MODEL, STRING, STRING - save state_dict to the output directory
model ModelIter MODEL, MODEL MODEL iterate models
model CLIPlIter CLIP, CLIP CLIP iterate CLIPs
model VAElIter VAE, VAE VAE iterate VAEs

Image nodes

category node name input type output type desc.
image ImageBlend2 IMAGE, IMAGE, FLOAT, STRING IMAGE ImageBlend with extra blend modes
image GridImage IMAGE, INT, INT - generate single image with specific number of columns

Others

category node name input type output type desc.
utils SaveText STRING, STRING, STRING - save texts with specified prefix and ext