Nodes/Gimbal-comfy/πŸ”£ Gimbal Latent Math (Dispatcher)
ComfyUI Node

πŸ”£ Gimbal Latent Math (Dispatcher)

A ComfyUI node in Gimbal/Primitives with 14 inputs and 3 outputs.

By FormAndNoiseΒ·Created 11 days agoΒ·Updated 3 days agoΒ· 0
πŸ”£ Gimbal Latent Math (Dispatcher)
  • latent
  • additional_latent
  • reference_batch
  • latent
  • mean_metric
  • op_telemetry
β—„oppipelineβ–Ί
β—„psi0.90β–Ί
β—„t0.50β–Ί
β—„subspace_rank-1β–Ί
β—„scale_cap10.0β–Ί
β—„jitter_strength0.001β–Ί
β—„sigma20.00β–Ί
β—„schedulecosineβ–Ί
β—„step0β–Ί
β—„channel_adaptivetrueβ–Ί
β—„seed0β–Ί
CategoryGimbal/Primitives

Inputs (14)

NameTypeDefaultDescription
latentLATENTβ€”
opCOMBOpipelineEquation set to apply. Transform ops rewrite the latent; metric ops pass it through and emit FLOAT + DICT telemetry.
psioptFLOAT0.900–3E3 truncation coefficient (truncation / pipeline). 1.0 = identity; <1.0 shrinks variance toward centroid; >1.0 exaggerates
toptFLOAT0.500–1E4 mu-Slerp interpolation fraction (slerp_mu). 0 = input, 1 = additional_latent target
subspace_rankoptINT-1-1–64E7/E8/E9 low-rank subspace size. -1 = all available SVD components; 0 = Frechet-mean / isotropic shrinkage only
scale_capoptFLOAT10.00.1–1000E11 bounded coupling-scale tanh cap (bounded_scale / pipeline)
jitter_strengthoptFLOAT0.0010–1E12 dequantization amplitude (dequantize / pipeline). Doubles as E10 Gaussian bandwidth for total_correlation (0 = auto median bandwidth)
sigma2optFLOAT0.000–100E7/E8/E9 residual isotropic variance. 0 = estimate from the SVD trailing eigenvalues
scheduleoptCOMBOcosineE12 dequantization decay schedule
stepoptINT00–1000000E12 current dequantization step (out of 1000); decay = 0 at step 1000
channel_adaptiveoptBOOLEANtrueE3 per-channel centroid vs global scalar centroid when no reference_batch is wired (truncation)
seedoptINT00–18446744073709550000Seed for reproducible E12 jitter
additional_latentoptLATENTTarget vector for E4 slerp_mu destination or E5 geodesic comparison. Optional; required only for those ops
reference_batchoptLATENTCohort anchor: E4 mu centroid (slerp_mu) or E3 centroid (truncation)

Outputs (3)

NameTypeDescription
latentLATENTβ€”
mean_metricFLOATβ€”
op_telemetryDICTβ€”