ComfyUI-latent-ops

日本語 ver.

A collection of nodes for manipulating LATENT in ComfyUI.

All nodes are added under hnmr/latent_ops.

Nodes

Name	Function
AssertDims	Verify that the input LATENT has the specified number of dimensions
AssertShape	Verify that the input LATENT has the specified shape
LatentOperationNormalizeAlongAxis	Normalize along a specific axis
LatentOperationNormalize	Normalize across the entire tensor
LatentOperationLayerNorm	Apply layer normalization
LatentOperationInstanceNorm	Apply instance normalization
LatentOperationNormalizeMinMax	Normalize between minimum and maximum values
LatentOperationNormalizePercentile	Normalize based on percentiles
LatentOperationSigmoid	Apply sigmoid function
LatentOperationHardSigmoid	Apply hard sigmoid function
LatentOperationLogistic	Apply logistic function
LatentOperationTanh	Apply tanh function
LatentOperationHardTanh	Apply hard tanh function
LatentOperationSinh	Apply sinh function
LatentOperationCosh	Apply cosh function
LatentOperationReLU	Apply ReLU function
LatentOperationReLU6	Apply ReLU6 function
LatentOperationLeakyReLU	Apply LeakyReLU function
LatentOperationELU	Apply ELU function
LatentOperationSELU	Apply SELU function
LatentOperationCELU	Apply CELU function
LatentOperationGELU	Apply GELU function
LatentOperationSiLU	Apply SiLU function
LatentOperationHardSwish	Apply HardSwish function
LatentOperationMish	Apply Mish function
LatentOperationSoftplus	Apply Softplus function
LatentOperationSoftmax	Apply Softmax function
LatentOperationSoftmin	Apply Softmin function
LatentOperationSoftsign	Apply Softsign function
LatentOperationReshape	Change the shape of LATENT
LatentOperationSlice	Extract a portion of LATENT
LatentOperationRoll	Shift LATENT
LatentOperationAddBroadcast	Add values with broadcasting
LatentOperationMulBroadcast	Multiply values with broadcasting
LatentOperationFill	Fill with specified value
LatentOperationAdd	Add another LATENT
LatentOperationMul	Multiply by another LATENT
LatentOperationClamp	Limit values with upper and lower bounds
LatentOperationClampMin	Limit values with lower bound
LatentOperationClampMax	Limit values with upper bound
LatentOperationApplyCFG	Apply CFG adjustment
LatentOperationSplitCFG	Split CFG into conditional and unconditional parts
LatentOperationInterpolate	Interpolate between two LATENT tensors
Latent01ToImage	Convert LATENT in 0-1 range to image
Latent11ToImage	Convert LATENT in -1 to 1 range to image (z = x * 0.5 + 0.5)
GetSigma	Get σ at a specific index from SIGMAS