Disclaimer
This is only a fix implemented on top of the original ComfyUI-nodes-hnmr by hnmr293. The reason why this repo exists is because, hnmr293 has not been approving any pull requests for a while now, and I believe our community deserves to be able to use this amazing tool by hnmr293 without any issues. All credits go to:
ComfyUI custom nodes
Examples
X/Y/Z-plot
seeds, steps, cfg scales and others
models
VAEs
Merge
simple merge and merge block weighted (thanks for @bbc-mc)
BMW
Multi-BMW
BMW with multi-alpha like supermerger (thanks for @hako-mikan)
Latent visualization
visualization of 4-channel latent tensor
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|