Awesome
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 |