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 |