ComfyUI Node: Flux: Locked Progressive Upscale 3-Stage (RES4LYF)

Authored by lookuters22

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Category

upscale

Inputs

model MODEL
latent LATENT
positive CONDITIONING
negative CONDITIONING
vae VAE
sampler SAMPLER
cfg FLOAT
seed INT
base_steps INT
base_scheduler
  • simple
  • sgm_uniform
  • karras
  • exponential
  • ddim_uniform
  • beta
  • normal
  • linear_quadratic
  • kl_optimal
upscale_factor FLOAT
max_step_scale FLOAT
upscale_steps INT
upscale_scheduler
  • simple
  • sgm_uniform
  • karras
  • exponential
  • ddim_uniform
  • beta
  • normal
  • linear_quadratic
  • kl_optimal
tail_steps_first_upscale INT
tail_steps_last_upscale INT
enable_refine BOOLEAN
refine_steps INT
refine_scheduler
  • simple
  • sgm_uniform
  • karras
  • exponential
  • ddim_uniform
  • beta
  • normal
  • linear_quadratic
  • kl_optimal
refine_enter_sigma FLOAT
base_sampler SAMPLER
refine_sampler SAMPLER
upscale_model UPSCALE_MODEL

Outputs

LATENT

IMAGE

INT

Extension: ComfyUI-FluxProgressiveLockedUpscale

Single-node, 3-stage Flux pipeline: base generation, progressive locked-noise upscale, and an optional refine pass. Driven by any SAMPLER (e.g. RES4LYF ClownSampler) and preserves composition across resolution changes via orthogonal subspace noise locking.

Authored by lookuters22

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