ComfyUI Node
SamplerSonarDPMPPSDE
Sonar - momentum based sampler node.
SamplerSonarDPMPPSDE
- guidance_cfg_opt
- custom_noise_opt
- SAMPLER
◄momentum0.950►
◄momentum_hist0.750►
◄momentum_initZERO►
◄direction1.000►
◄rand_init_noise_typegaussian►
◄s_noise1.000►
◄eta1.000►
◄noise_typebrownian►
Categorysampling/custom_sampling/samplers
Inputs (10)
| Name | Type | Default | Description |
|---|---|---|---|
| momentum | FLOAT | 0.950-0.5–2.5 | How much of the normal result to keep during sampling. 0.95 means 95% normal, 5% from history. When set to 1.0 effectively disables momentum. |
| momentum_hist | FLOAT | 0.750-1.5–1.5 | How much of the existing history to leave at each update. 0.75 means keep 75%, mix in 25% of the new result. |
| momentum_init | COMBO | ZERO | Initial value used for momentum history. ZERO - history starts zeroed out. RAND - History is initialized with a random value. SAMPLE - History is initialized from the latent at the start of sampling. |
| direction | FLOAT | 1.000-30–15 | Multiplier applied to the result of normal sampling. |
| rand_init_noise_type | COMBO | gaussian | Noise type to use when momentum_init is set to RANDOM. |
| s_noise | FLOAT | 1.000-10000–10000 | Multiplier for noise added during ancestral or SDE sampling. |
| eta | FLOAT | 1.000-10000–10000 | Basically controls the ancestralness of the sampler. When set to 0, you will get a non-ancestral (or SDE) sampler. |
| noise_type | COMBO | brownian | Sets the type of noise. |
| guidance_cfg_optopt | SONAR_GUIDANCE_CFG | Optional input for extended guidance parameters. | |
| custom_noise_optopt | SONAR_CUSTOM_NOISE,OCS_NOISE | Optional input for custom noise used during ancestral or SDE sampling. When connected, the built-in noise_type selector is ignored. The following input types are supported: SONAR_CUSTOM_NOISE, OCS_NOISE |
Outputs (1)
| Name | Type | Description |
|---|---|---|
| SAMPLER | SAMPLER | — |