CYBERLOOM-INC-ComfyUI-nodes-hnmr/README.md

ComfyUI custom nodes

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

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	ModelIter	MODEL, MODEL	MODEL	iterate models
model	CLIPlIter	CLIP, CLIP	CLIP	iterate CLIPs
model	VAElIter	VAE, VAE	VAE	iterate VAEs

Output nodes

category	node name	input type	output type	desc.
image	GridImage			generate single image with specific columns