ComfyUI-ModelUtils

AnimaLoraRename

Compact description unavailable for this node.

0 inputs · 2 parameters

BaseInfoMetaDownloaderNode

Compact description unavailable for this node.

ModelUtils/Downloader

BaseModelInfoLoader

Compact description unavailable for this node.

ModelUtils/Info

CheckpointMetaKeys

Compact description unavailable for this node.

0 inputs · 1 parameter

CheckpointPruneKeys

Compact description unavailable for this node.

0 inputs · 4 parameters

CheckpointRenameKeys

Compact description unavailable for this node.

0 inputs · 4 parameters

CheckpointThreeMerger

Compact description unavailable for this node.

0 inputs · 23 parameters

CheckpointTwoMerger

Compact description unavailable for this node.

0 inputs · 22 parameters

DoRAExtractFixed

Extract DoRA with fixed rank.

0 inputs · 3 parameters

DoRAExtractFrobenius

Extract DoRA preserving target fraction of Frobenius norm.

0 inputs · 4 parameters

DoRAExtractKnee

Extract DoRA with automatic knee detection.

0 inputs · 3 parameters

DoRAExtractQuantile

Extract DoRA with cumulative singular value quantile.

0 inputs · 4 parameters

DoRAExtractRatio

Extract DoRA with singular value ratio threshold.

0 inputs · 4 parameters

DoRALearnedExtractFixed

Extract Learned DoRA with fixed rank.

0 inputs · 3 parameters

DoRALearnedExtractFrobenius

Extract Learned DoRA preserving target fraction of Frobenius norm.

0 inputs · 4 parameters

DoRALearnedExtractKnee

Extract Learned DoRA with automatic knee detection.

0 inputs · 3 parameters

DoRALearnedExtractQuantile

Extract Learned DoRA with cumulative singular value quantile.

0 inputs · 4 parameters

DoRALearnedExtractRatio

Extract Learned DoRA with singular value ratio threshold.

0 inputs · 4 parameters

EmbeddingMetaKeys

Compact description unavailable for this node.

0 inputs · 1 parameter

EmbeddingPruneKeys

Compact description unavailable for this node.

0 inputs · 4 parameters

EmbeddingRenameKeys

Compact description unavailable for this node.

0 inputs · 4 parameters

EmbeddingThreeMerger

Compact description unavailable for this node.

0 inputs · 23 parameters

EmbeddingTwoMerger

Compact description unavailable for this node.

0 inputs · 22 parameters

LoRAExtractFixed

Extract LoRA with fixed rank.

0 inputs · 3 parameters

LoRAExtractFrobenius

Extract LoRA preserving target fraction of Frobenius norm.

0 inputs · 4 parameters

LoRAExtractKnee

Extract LoRA with automatic knee detection.

0 inputs · 3 parameters

LoRAExtractQuantile

Extract LoRA with cumulative singular value quantile.

0 inputs · 4 parameters

LoRAExtractRatio

Extract LoRA with singular value ratio threshold.

0 inputs · 4 parameters

LoRAMergeToModel

Merge multiple LoRAs into base model and save as full model.

0 inputs · 25 parameters

LoRAMetaKeys

Compact description unavailable for this node.

0 inputs · 1 parameter

LoRAMultiMerge

Merge multiple LoRAs into a single LoRA file.

0 inputs · 23 parameters

LoRAMultiMergeDARE

Merge multiple LoRAs into a single LoRA file using DARE-Ties method.

0 inputs · 25 parameters

LoRAMultiMergeDAREEnhanced

Merge multiple LoRAs into a single LoRA file using Enhanced DARE-Ties method.

0 inputs · 27 parameters

LoRAPruneKeys

Compact description unavailable for this node.

0 inputs · 4 parameters

LoRARenameKeys

Compact description unavailable for this node.

0 inputs · 4 parameters

LoRAResizeCumulative

Resize LoRA to preserve cumulative SV target.

0 inputs · 8 parameters

LoRAResizeFixed

Resize LoRA to a fixed rank.

0 inputs · 8 parameters

LoRAResizeFrobenius

Resize LoRA to preserve Frobenius norm target.

0 inputs · 8 parameters

LoRAResizeRatio

Resize LoRA keeping SVs above ratio threshold.

0 inputs · 8 parameters

LoRAThreeMerger

Compact description unavailable for this node.

0 inputs · 24 parameters

LoRATwoMerger

Compact description unavailable for this node.

0 inputs · 23 parameters

ModelMetaKeys

Compact description unavailable for this node.

0 inputs · 1 parameter

ModelPruneKeys

Compact description unavailable for this node.

0 inputs · 4 parameters

ModelRenameKeys

Compact description unavailable for this node.

0 inputs · 4 parameters

ModelThreeMerger

Compact description unavailable for this node.

0 inputs · 23 parameters

ModelTwoMerger

Compact description unavailable for this node.

0 inputs · 22 parameters

TextEncoderMetaKeys

Compact description unavailable for this node.

0 inputs · 1 parameter

TextEncoderPruneKeys

Compact description unavailable for this node.

0 inputs · 4 parameters

TextEncoderRenameKeys

Compact description unavailable for this node.

0 inputs · 4 parameters

TextEncoderThreeMerger

Compact description unavailable for this node.

0 inputs · 23 parameters

TextEncoderTwoMerger

Compact description unavailable for this node.

0 inputs · 22 parameters