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 |