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