ComfyUI Node: Latent Transform Sampler πŸ”„

Authored by pizurny

Created

Updated

3 stars

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Category

sampling/transform

Inputs

model MODEL
positive CONDITIONING
negative CONDITIONING
latent_image LATENT
seed INT
steps INT
cfg FLOAT
sampler_name
  • euler
  • euler_cfg_pp
  • euler_ancestral
  • euler_ancestral_cfg_pp
  • heun
  • heunpp2
  • exp_heun_2_x0
  • exp_heun_2_x0_sde
  • dpm_2
  • dpm_2_ancestral
  • lms
  • dpm_fast
  • dpm_adaptive
  • dpmpp_2s_ancestral
  • dpmpp_2s_ancestral_cfg_pp
  • dpmpp_sde
  • dpmpp_sde_gpu
  • dpmpp_2m
  • dpmpp_2m_cfg_pp
  • dpmpp_2m_sde
  • dpmpp_2m_sde_gpu
  • dpmpp_2m_sde_heun
  • dpmpp_2m_sde_heun_gpu
  • dpmpp_3m_sde
  • dpmpp_3m_sde_gpu
  • ddpm
  • lcm
  • ipndm
  • ipndm_v
  • deis
  • res_multistep
  • res_multistep_cfg_pp
  • res_multistep_ancestral
  • res_multistep_ancestral_cfg_pp
  • gradient_estimation
  • gradient_estimation_cfg_pp
  • er_sde
  • seeds_2
  • seeds_3
  • sa_solver
  • sa_solver_pece
  • ddim
  • uni_pc
  • uni_pc_bh2
scheduler
  • simple
  • sgm_uniform
  • karras
  • exponential
  • ddim_uniform
  • beta
  • normal
  • linear_quadratic
  • kl_optimal
denoise FLOAT
transform_count INT
transform_type
  • shift
  • mirror_horizontal
  • mirror_vertical
  • rotate_90_cw
  • rotate_90_ccw
  • rotate_180
  • random_transform
  • sequence
  • alternate_mirrors
  • spiral
distribution
  • even
  • front_loaded
  • back_loaded
  • edges
  • center
  • golden_ratio
  • fibonacci
  • exponential
  • logarithmic
  • random
  • manual
shift_pixels_x INT
shift_pixels_y INT
min_spacing INT
transform_strength FLOAT
accumulate_shifts BOOLEAN
reverse_on_second_half BOOLEAN
transform_sequence STRING
manual_steps STRING
debug_mode BOOLEAN

Outputs

LATENT

Extension: ComfyUI Latent Transform Sampler

Advanced latent space transformations during diffusion sampling with precise control over timing and distribution.

Authored by pizurny

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