ComfyUI Node
Adaptive Sampler Custom
A ComfyUI node in sampling/custom_sampling with 12 inputs and 3 outputs.
Adaptive Sampler Custom
- noise
- guider
- sampler
- latent_image
- output
- denoised
- sigmas
◄denoise1.00►
◄error_typecosine►
◄base_step_size0.0004►
◄min_step_size0.0050►
◄max_step_size0.200►
◄max_steps100►
◄smoothing_coef0.00►
◄error_bias0.00►
Categorysampling/custom_sampling
Inputs (12)
| Name | Type | Default | Description |
|---|---|---|---|
| noise | NOISE | — | |
| guider | GUIDER | — | |
| sampler | SAMPLER | — | |
| latent_image | LATENT | — | |
| denoise | FLOAT | 1.000–1 | Denoising strength (1.0 = full) |
| error_type | COMBO | cosine | cosine: measure direction change, mse: measure magnitude change |
| base_step_size | FLOAT | 0.00040.0001–1 | Base multiplier for step size calculation |
| min_step_size | FLOAT | 0.00500.0001–1 | Minimum allowed step size |
| max_step_size | FLOAT | 0.2000.001–1 | Maximum allowed step size |
| max_steps | INT | 1001–10000 | Maximum number of adaptive steps |
| smoothing_coef | FLOAT | 0.000–1 | EMA coefficient: 0 = new value only, 1 = keep old value |
| error_bias | FLOAT | 0.000–1 | Bias added to error. Higher values = smaller steps |
Outputs (3)
| Name | Type | Description |
|---|---|---|
| output | LATENT | — |
| denoised | LATENT | — |
| sigmas | SIGMAS | — |