AttentionCouple
AttentionCouple
Clones the model and adds conditioning inputs paired with masks, normalizing the masks to blend the conditional outputs.
AttentionCouple{NODE_SURFIX}
AttentionCouple{NODE_SURFIX}
Compact description unavailable for this node.
AttentionScale
AttentionScale
Clones the model and applies temperature-based attention within the configured sampling-step interval to the selected attention paths.
1 input · 5 parameters
AttentionScale{NODE_SURFIX}
AttentionScale{NODE_SURFIX}
Compact description unavailable for this node.
BanTags
BanTags
Uses each line in ban_tags as a regular expression to find matching vocabulary tags, then returns the matches as a comma-separated string.
0 inputs · 1 parameter
BanTags{NODE_SURFIX}
BanTags{NODE_SURFIX}
Compact description unavailable for this node.
BatchString
BatchString
Collects its dynamic text inputs into a list and returns them as BATCH_STRING.
BatchString{NODE_SURFIX}
BatchString{NODE_SURFIX}
Compact description unavailable for this node.
CD_Tuner{NODE_SURFIX}
CD_Tuner{NODE_SURFIX}
Compact description unavailable for this node.
CD_Tuner|cgem156
CD_Tuner|cgem156
Compact description unavailable for this node.
CLIPTextEncodeBatch
CLIPTextEncodeBatch
Tokenizes and encodes each text in a batch, aligns token lengths, and returns combined conditioning with pooled output.
1 input · 0 parameters
CLIPTextEncodeBatch{NODE_SURFIX}
CLIPTextEncodeBatch{NODE_SURFIX}
Compact description unavailable for this node.
CLIPTextEncodeBatchKVMultiply
CLIPTextEncodeBatchKVMultiply
Clones the model and installs an attention patch that scales keys using token weights from text_k and values using token weights from text_v; also returns conditioning encoded from their shared unweighted tokens.
2 inputs · 2 parameters
CLIPTextEncodeBatchKVMultiply{NODE_SURFIX}
CLIPTextEncodeBatchKVMultiply{NODE_SURFIX}
Compact description unavailable for this node.
DartConfig
DartConfig
Builds a DART_CONFIG object from token limits, temperature, top-p, top-k, beam count, and CFG scale settings.
0 inputs · 7 parameters
DartConfig{NODE_SURFIX}
DartConfig{NODE_SURFIX}
Compact description unavailable for this node.
DartGenerate
DartGenerate
Compact description unavailable for this node.
0 inputs · 5 parameters
DartGenerate{NODE_SURFIX}
DartGenerate{NODE_SURFIX}
Compact description unavailable for this node.
DartPrompt
DartPrompt
Compact description unavailable for this node.
0 inputs · 5 parameters
DartPrompt{NODE_SURFIX}
DartPrompt{NODE_SURFIX}
Compact description unavailable for this node.
DartPromptV2
DartPromptV2
Compact description unavailable for this node.
0 inputs · 7 parameters
DartPromptV2{NODE_SURFIX}
DartPromptV2{NODE_SURFIX}
Compact description unavailable for this node.
GradCam
GradCam
Compact description unavailable for this node.
0 inputs · 4 parameters
GradCam{NODE_SURFIX}
GradCam{NODE_SURFIX}
Compact description unavailable for this node.
GradCamAuto
GradCamAuto
Compact description unavailable for this node.
0 inputs · 3 parameters
GradCamAuto{NODE_SURFIX}
GradCamAuto{NODE_SURFIX}
Compact description unavailable for this node.
GradPair
GradPair
Compact description unavailable for this node.
0 inputs · 3 parameters
GradPair{NODE_SURFIX}
GradPair{NODE_SURFIX}
Compact description unavailable for this node.
GradualLatentSampler
GradualLatentSampler
高解像度生成のためのサンプラーであるGradual Latentを実装するノード。 使い方はよくわからない。
0 inputs · 11 parameters
GradualLatentSampler{NODE_SURFIX}
GradualLatentSampler{NODE_SURFIX}
Compact description unavailable for this node.
KmeansQuantize
KmeansQuantize
Compact description unavailable for this node.
1 input · 5 parameters
KmeansQuantize{NODE_SURFIX}
KmeansQuantize{NODE_SURFIX}
Compact description unavailable for this node.
KSamplerAdvancedXY
KSamplerAdvancedXY
Compact description unavailable for this node.
3 inputs · 9 parameters
KSamplerAdvancedXY{NODE_SURFIX}
KSamplerAdvancedXY{NODE_SURFIX}
Compact description unavailable for this node.
KSamplerXY
KSamplerXY
Compact description unavailable for this node.
3 inputs · 6 parameters
KSamplerXY{NODE_SURFIX}
KSamplerXY{NODE_SURFIX}
Compact description unavailable for this node.
LCMSamplerRCFG
LCMSamplerRCFG
originallatentはoptionalで、入力するとself-negative, 省略するとone-step-negativeになります。
1 input · 3 parameters
LCMSamplerRCFG{NODE_SURFIX}
LCMSamplerRCFG{NODE_SURFIX}
Compact description unavailable for this node.
LimitedIntervalCFGGuider{NODE_SURFIX}
LimitedIntervalCFGGuider{NODE_SURFIX}
Compact description unavailable for this node.
LimitedIntervalCFGGuider|cgem156
LimitedIntervalCFGGuider|cgem156
Compact description unavailable for this node.
3 inputs · 3 parameters
LoadAestheticShadow
LoadAestheticShadow
Compact description unavailable for this node.
0 inputs · 3 parameters · 1 output
LoadAestheticShadow{NODE_SURFIX}
LoadAestheticShadow{NODE_SURFIX}
Compact description unavailable for this node.
LoadDart
LoadDart
Compact description unavailable for this node.
0 inputs · 2 parameters
LoadDart{NODE_SURFIX}
LoadDart{NODE_SURFIX}
Compact description unavailable for this node.
LoadTagger
LoadTagger
Compact description unavailable for this node.
0 inputs · 2 parameters
LoadTagger{NODE_SURFIX}
LoadTagger{NODE_SURFIX}
Compact description unavailable for this node.
LoraLoaderFromWeight
LoraLoaderFromWeight
Compact description unavailable for this node.
2 inputs · 0 parameters
LoraLoaderFromWeight{NODE_SURFIX}
LoraLoaderFromWeight{NODE_SURFIX}
Compact description unavailable for this node.
LoraLoaderModelOnlyXY
LoraLoaderModelOnlyXY
Compact description unavailable for this node.
1 input · 2 parameters
LoraLoaderModelOnlyXY{NODE_SURFIX}
LoraLoaderModelOnlyXY{NODE_SURFIX}
Compact description unavailable for this node.
LoraLoaderWeightOnly
LoraLoaderWeightOnly
Compact description unavailable for this node.
0 inputs · 4 parameters
LoraLoaderWeightOnly{NODE_SURFIX}
LoraLoaderWeightOnly{NODE_SURFIX}
Compact description unavailable for this node.
LoraMerge
LoraMerge
Compact description unavailable for this node.
LoraMerger{NODE_SURFIX}
LoraMerger{NODE_SURFIX}
Compact description unavailable for this node.
LoraSave
LoraSave
Compact description unavailable for this node.
0 inputs · 2 parameters
LoraSave{NODE_SURFIX}
LoraSave{NODE_SURFIX}
Compact description unavailable for this node.
LoraSVDRank
LoraSVDRank
Compact description unavailable for this node.
0 inputs · 2 parameters
LoraSVDRank{NODE_SURFIX}
LoraSVDRank{NODE_SURFIX}
Compact description unavailable for this node.
LortnocLoader{NODE_SURFIX}
LortnocLoader{NODE_SURFIX}
Compact description unavailable for this node.
LortnocLoader|cgem156
LortnocLoader|cgem156
Compact description unavailable for this node.
2 inputs · 3 parameters
MSEHeatmap
MSEHeatmap
Compact description unavailable for this node.
3 inputs · 1 parameter
MSEHeatmap{NODE_SURFIX}
MSEHeatmap{NODE_SURFIX}
Compact description unavailable for this node.
MSEHeatmapTagger
MSEHeatmapTagger
Compact description unavailable for this node.
1 input · 1 parameter
MSEHeatmapTagger{NODE_SURFIX}
MSEHeatmapTagger{NODE_SURFIX}
Compact description unavailable for this node.
MultipleLoraLoader{i}{NODE_SURFIX}
MultipleLoraLoader{i}{NODE_SURFIX}
Compact description unavailable for this node.
MultipleReferenceApply
MultipleReferenceApply
Compact description unavailable for this node.
1 input · 8 parameters
MultipleReferenceApply{NODE_SURFIX}
MultipleReferenceApply{NODE_SURFIX}
Compact description unavailable for this node.
MultipleReferenceLatent
MultipleReferenceLatent
Compact description unavailable for this node.
1 input · 2 parameters
MultipleReferenceLatent{NODE_SURFIX}
MultipleReferenceLatent{NODE_SURFIX}
Compact description unavailable for this node.
PredictAesthetic
PredictAesthetic
Compact description unavailable for this node.
2 inputs · 0 parameters · 1 output
PredictAesthetic{NODE_SURFIX}
PredictAesthetic{NODE_SURFIX}
Compact description unavailable for this node.
PredictTag
PredictTag
Compact description unavailable for this node.
1 input · 3 parameters
PredictTag{NODE_SURFIX}
PredictTag{NODE_SURFIX}
Compact description unavailable for this node.
PrefixString
PrefixString
Compact description unavailable for this node.
0 inputs · 1 parameter
PrefixString{NODE_SURFIX}
PrefixString{NODE_SURFIX}
Compact description unavailable for this node.
PreviewXY
PreviewXY
Compact description unavailable for this node.
1 input · 0 parameters
PreviewXY{NODE_SURFIX}
PreviewXY{NODE_SURFIX}
Compact description unavailable for this node.
RandomColorPrompt
RandomColorPrompt
Compact description unavailable for this node.
0 inputs · 3 parameters
RandomColorPrompt{NODE_SURFIX}
RandomColorPrompt{NODE_SURFIX}
Compact description unavailable for this node.
RandomNoiseOffset
RandomNoiseOffset
Compact description unavailable for this node.
0 inputs · 2 parameters
RandomNoiseOffset{NODE_SURFIX}
RandomNoiseOffset{NODE_SURFIX}
Compact description unavailable for this node.
RandomNoiseVariationSimple
RandomNoiseVariationSimple
Compact description unavailable for this node.
0 inputs · 2 parameters
RandomNoiseVariationSimple{NODE_SURFIX}
RandomNoiseVariationSimple{NODE_SURFIX}
Compact description unavailable for this node.
ReferenceApply
ReferenceApply
Compact description unavailable for this node.
1 input · 8 parameters
ReferenceApply{NODE_SURFIX}
ReferenceApply{NODE_SURFIX}
Compact description unavailable for this node.
ReferenceLatent
ReferenceLatent
Compact description unavailable for this node.
1 input · 2 parameters
ReferenceLatent{NODE_SURFIX}
ReferenceLatent{NODE_SURFIX}
Compact description unavailable for this node.
SameColorNoise
SameColorNoise
Compact description unavailable for this node.
1 input · 2 parameters
SameColorNoise{NODE_SURFIX}
SameColorNoise{NODE_SURFIX}
Compact description unavailable for this node.
SamplerCustomAdvancedPreview
SamplerCustomAdvancedPreview
Compact description unavailable for this node.
SamplerCustomAdvancedPreview{NODE_SURFIX}
SamplerCustomAdvancedPreview{NODE_SURFIX}
Compact description unavailable for this node.
SamplerCustomXY
SamplerCustomXY
Compact description unavailable for this node.
SamplerCustomXY{NODE_SURFIX}
SamplerCustomXY{NODE_SURFIX}
Compact description unavailable for this node.
SamplerEulerAncestralFixedNoise
SamplerEulerAncestralFixedNoise
Compact description unavailable for this node.
0 inputs · 3 parameters
SamplerEulerAncestralFixedNoise{NODE_SURFIX}
SamplerEulerAncestralFixedNoise{NODE_SURFIX}
Compact description unavailable for this node.
SaveBatchString
SaveBatchString
Compact description unavailable for this node.
0 inputs · 3 parameters
SaveBatchString{NODE_SURFIX}
SaveBatchString{NODE_SURFIX}
Compact description unavailable for this node.
SaveImageBatch
SaveImageBatch
Compact description unavailable for this node.
1 input · 3 parameters
SaveImageBatch{NODE_SURFIX}
SaveImageBatch{NODE_SURFIX}
Compact description unavailable for this node.
SaveLatentBatch
SaveLatentBatch
Compact description unavailable for this node.
1 input · 3 parameters
