SamplerCustomAdvanced - ComfyUI Built-in Node Documentation

This documentation was AI-generated. If you find any errors or have suggestions for improvement, please feel free to contribute! Edit on GitHub

The SamplerCustomAdvanced node performs advanced latent space sampling using custom noise, guidance, and sampling configurations. It processes a latent image through a guided sampling process with customizable noise generation and sigma schedules, producing both the final sampled output and a denoised version when available.

Inputs

Parameter	Data Type	Required	Range	Description
`noise`	NOISE	Yes	-	The noise generator that provides the initial noise pattern and seed for the sampling process
`guider`	GUIDER	Yes	-	The guidance model that directs the sampling process toward desired outputs
`sampler`	SAMPLER	Yes	-	The sampling algorithm that defines how the latent space is traversed during generation
`sigmas`	SIGMAS	Yes	-	The sigma schedule that controls the noise levels throughout the sampling steps
`latent_image`	LATENT	Yes	-	The initial latent representation that serves as the starting point for sampling

Outputs

Output Name	Data Type	Description
`output`	LATENT	The final sampled latent representation after completing the sampling process
`denoised_output`	LATENT	A denoised version of the output when available, otherwise returns the same as the output

​Inputs

​Outputs

Inputs

Outputs