Nodes/ComfyUI-BerniniR Wrapper/Bernini-R Dual Expert Sampler
ComfyUI Node

Bernini-R Dual Expert Sampler

Dual-expert sampler: high_noise model for early steps, low_noise model for late steps. Block swap saves VRAM.

By xiaolibai-sys·Created about a month ago·Updated 28 days ago· 8
Bernini-R Dual Expert Sampler
  • high_noise_model
  • low_noise_model
  • positive
  • negative
  • latent_image
  • context_options
  • guidance_config
  • block_swap_args
  • guidance_schedule
  • latent
split_step10
seed0
steps20
cfg6.0
sampler_name
scheduler
denoise1.00
flow_shift3.0
add_noisetrue
CategoryBernini-R/Sampling

Inputs (18)

NameTypeDefaultDescription
high_noise_modelBERNINI_MODEL_HANDLEHandle for high-noise (early) denoising steps
low_noise_modelBERNINI_MODEL_HANDLEHandle for low-noise (late) denoising steps
split_stepINT101–1000Switch from high_noise to low_noise model after this many steps
seedINT00–18446744073709550000
stepsINT201–10000
cfgFLOAT6.00–100
sampler_nameCOMBO44 options: euler, euler_cfg_pp, euler_ancestral, euler_ancestral_cfg_pp, heun, heunpp2, +38
schedulerCOMBO9 options: simple, sgm_uniform, karras, exponential, ddim_uniform, beta, +3
positiveCONDITIONING
negativeCONDITIONING
latent_imageLATENT
denoiseFLOAT1.000–1
flow_shiftFLOAT3.00.1–100
context_optionsoptBERNINI_CTXContext window config from BerniniR_ContextWindow. Connect to enable temporal window tiling.
guidance_configoptBERNINI_GUIDANCE_CONFIGGuidance strategy from BerniniR_GuidanceConfig.
block_swap_argsoptBERNINI_BLOCKSWAPBlock swap config from BerniniR_BlockSwapArgs. Leave disconnected to disable.
add_noiseoptBOOLEANtrue
guidance_scheduleoptBERNINI_GUIDANCE

Outputs (1)

NameTypeDescription
latentLATENT