Nodes/Gimbal-comfy/πŸ› οΈ Gimbal Latent Stabilizer (LAMNr)
ComfyUI Node

πŸ› οΈ Gimbal Latent Stabilizer (LAMNr)

A ComfyUI node in Gimbal/Stabilizer with 6 inputs and 2 outputs.

By FormAndNoiseΒ·Created 11 days agoΒ·Updated 3 days agoΒ· 0
πŸ› οΈ Gimbal Latent Stabilizer (LAMNr)
  • latent
  • stabilized_latent
  • stabilizer_telemetry
β—„truncation_psi0.90β–Ί
β—„subspace_rank-1β–Ί
β—„scale_cap10.0β–Ί
β—„jitter_strength0.000β–Ί
β—„residual_variance0.00β–Ί
CategoryGimbal/Stabilizer

Inputs (6)

NameTypeDefaultDescription
latentLATENTβ€”
truncation_psiFLOAT0.900–31.0 = identity; <1.0 = pull outliers toward the channel-mean centroid (cleaner); >1.0 = exaggerate variance
subspace_rankINT-1-1–64Woodbury low-rank subspace size; -1 = keep all available SVD components, 0 = Frechet-mean template only
scale_capFLOAT10.00.1–1000Bounded coupling-scale magnitude cap (tanh scale_map). Large -> near identity; small -> strong attenuation
jitter_strengthoptFLOAT0.0000–1Uniform dequantization jitter peak amplitude; 0 disables this stage
residual_varianceoptFLOAT0.000–100Residual isotropic variance sigma^2 for the Woodbury conditional mean; 0 = estimate from the SVD trailing eigenvalues

Outputs (2)

NameTypeDescription
stabilized_latentLATENTβ€”
stabilizer_telemetryDICTβ€”