Detailed Explanation of ComfyUI Nodes
This section mainly introduces the nodes and related functionalities in ComfyUI. The order follows the sequence of the right-click menu in ComfyUI. It is recommended to use the document search function for quick retrieval. The English portions of the document are originally sourced from: https://docs.getsalt.ai/ (opens in a new tab) and have been reorganized.
Utils Utility Tools | ComfyUI Nodes
The utils node options include several auxiliary nodes.
Sampling
In Stable Diffusion, a sampler's role is to iteratively denoise a given noise image (latent space image) to produce a clear image. This process is performed through iterative steps, each making the image clearer until the desired quality is achieved or the preset number of iterations is reached.
K Sampler Advanced
Start Tutorial →K Sampler
Start Tutorial →Sampler
Start Tutorial →Sampler Custom
Start Tutorial →K Sampler Select
Start Tutorial →Sampler Dpmpp 2m Sde
Start Tutorial →Sampler Dpmpp Sde
Start Tutorial →Basic Scheduler
Start Tutorial →Exponential Scheduler
Start Tutorial →Karras Scheduler
Start Tutorial →Polyexponential Scheduler
Start Tutorial →Sd Turbo Scheduler
Start Tutorial →Vp Scheduler
Start Tutorial →Flip Sigmas
Start Tutorial →Split Sigmas
Start Tutorial →Video Linear Cfg Guidance
Start Tutorial →Custom Sampling
Sampler Custom
Start Tutorial →K Sampler Select
Start Tutorial →Sampler Dpmpp 2m Sde
Start Tutorial →Sampler Dpmpp Sde
Start Tutorial →Basic Scheduler
Start Tutorial →Exponential Scheduler
Start Tutorial →Karras Scheduler
Start Tutorial →Polyexponential Scheduler
Start Tutorial →Sd Turbo Scheduler
Start Tutorial →Vp Scheduler
Start Tutorial →Flip Sigmas
Start Tutorial →Split Sigmas
Start Tutorial →Samplers
Schedulers
Sigmas
Loaders
Checkpoint Loader Simple
Start Tutorial →Clip Vision Loader
Start Tutorial →Controlnet Loader
Start Tutorial →Diff Controlnet Loader
Start Tutorial →Gligen Loader
Start Tutorial →Hypernetwork Loader
Start Tutorial →Lora Loader Model Only
Start Tutorial →Lora Loader
Start Tutorial →Style Model Loader
Start Tutorial →Unclip Checkpoint Loader
Start Tutorial →Upscale Model Loader
Start Tutorial →Vae Loader
Start Tutorial →Image Only Checkpoint Loader
Start Tutorial →Video Models
Loaders
Checkpoint Loader Simple
Start Tutorial →Clip Vision Loader
Start Tutorial →Controlnet Loader
Start Tutorial →Diff Controlnet Loader
Start Tutorial →Gligen Loader
Start Tutorial →Hypernetwork Loader
Start Tutorial →Lora Loader Model Only
Start Tutorial →Lora Loader
Start Tutorial →Style Model Loader
Start Tutorial →Unclip Checkpoint Loader
Start Tutorial →Upscale Model Loader
Start Tutorial →Vae Loader
Start Tutorial →Image Only Checkpoint Loader
Start Tutorial →Conditioning
Clip Set Last Layer
Start Tutorial →Clip Text Encode
Start Tutorial →Clip Vision Encode
Start Tutorial →Conditioning Average
Start Tutorial →Conditioning Combine
Start Tutorial →Conditioning Concat
Start Tutorial →Conditioning Set Area Percentage
Start Tutorial →Conditioning Set Area
Start Tutorial →Conditioning Set Mask
Start Tutorial →Controlnet Apply Advanced
Start Tutorial →Controlnet Apply
Start Tutorial →Unclip Conditioning
Start Tutorial →Conditioning Set Area Strength
Start Tutorial →Stablezero123 Conditioning Batched
Start Tutorial →Stablezero123 Conditioning
Start Tutorial →Gligen Text Box Apply
Start Tutorial →Inpaint Model Conditioning
Start Tutorial →Style Model Apply
Start Tutorial →Sd 4xupscale Conditioning
Start Tutorial →Svd Img2vid Conditioning
Start Tutorial →Style Models
GLIGEN
3D Models
Inpaint
Upscale Diffusion
Video Models
Advanced
Conditioning
Loaders
Model
Model Merging
Image
Image Invert
Start Tutorial →Image Pad for Outpaint
Start Tutorial →Empty Image
Start Tutorial →Image Batch
Start Tutorial →Image Composite Masked
Start Tutorial →Load Image
Start Tutorial →Preview Image
Start Tutorial →Save Image
Start Tutorial →Save Animated Png
Start Tutorial →Save Animated Webp
Start Tutorial →Image from Batch
Start Tutorial →Rebatch Images
Start Tutorial →Repeat Image Batch
Start Tutorial →Image Blend
Start Tutorial →Image Blur
Start Tutorial →Image Quantize
Start Tutorial →Image Sharpen
Start Tutorial →Canny
Start Tutorial →Image Crop
Start Tutorial →Image Scale By
Start Tutorial →Image Scale to Total Pixels
Start Tutorial →Image Scale
Start Tutorial →Image Upscale with Model
Start Tutorial →Latent
Empty Latent Image
Start Tutorial →Latent Composite Masked
Start Tutorial →Latent Composite
Start Tutorial →Latent Upscale By
Start Tutorial →Latent Upscale
Start Tutorial →Vae Decode
Start Tutorial →Vae Encode
Start Tutorial →Latent Add
Start Tutorial →Latent Batch Seed Behavior
Start Tutorial →Latent Interpolate
Start Tutorial →Latent Multiply
Start Tutorial →Latent Subtract
Start Tutorial →Latent Batch
Start Tutorial →Latent from Batch
Start Tutorial →Rebatch Latents
Start Tutorial →Repeat Latent Batch
Start Tutorial →Set Latent Noise Mask
Start Tutorial →Vae Encode for Inpaint
Start Tutorial →Latent Crop
Start Tutorial →Latent Flip
Start Tutorial →Latent Rotate
Start Tutorial →Advanced
Batch
Inpaint
Transform
Mask
Crop Mask
Start Tutorial →Feather Mask
Start Tutorial →Grow Mask
Start Tutorial →Image Color to Mask
Start Tutorial →Image to Mask
Start Tutorial →Invert Mask
Start Tutorial →Load Image Mask
Start Tutorial →Mask Composite
Start Tutorial →Mask to Image
Start Tutorial →Solid Mask
Start Tutorial →Join Image with Alpha
Start Tutorial →Porter Duff Image Composite
Start Tutorial →Split Image with Alpha
Start Tutorial →Compositing
