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Adds conditioning multiply #1443

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Adds conditioning multiply #1443

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f1c42fd
Adds support for Conditioning (Multiply)
jtreminio Jul 8, 2026
1d7b4cd
Only apply to plain text encoders
jtreminio Jul 8, 2026
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12 changes: 12 additions & 0 deletions src/BuiltinExtensions/ComfyUIBackend/WorkflowGenerator.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -2311,6 +2311,7 @@ public JArray CreateConditioningDirect(string prompt, JArray clip, T2IModel mode
return [nodeId, 0];
}
string node;
bool isPlainTextEncode = false;
double mult = isPositive ? 1.5 : 0.8;
int width = UserInput.GetImageWidth();
int height = UserInput.GetImageHeight();
Expand Down Expand Up @@ -2501,6 +2502,7 @@ public JArray CreateConditioningDirect(string prompt, JArray clip, T2IModel mode
["target_height"] = height,
["guidance"] = UserInput.Get(T2IParamTypes.FluxGuidanceScale, defaultGuidance)
}, id);
isPlainTextEncode = true;
}
else if (model is not null && model.ModelClass is not null && model.ModelClass.ID == "stable-diffusion-xl-v1-base")
{
Expand All @@ -2516,6 +2518,7 @@ public JArray CreateConditioningDirect(string prompt, JArray clip, T2IModel mode
["target_width"] = width,
["target_height"] = height
}, id);
isPlainTextEncode = true;
}
else
{
Expand All @@ -2524,6 +2527,15 @@ public JArray CreateConditioningDirect(string prompt, JArray clip, T2IModel mode
["clip"] = clip,
["text"] = prompt
}, id);
isPlainTextEncode = true;
}
if (isPlainTextEncode && UserInput.TryGet(T2IParamTypes.ConditioningMultiplier, out double condMultiplier) && condMultiplier != 1)

@mcmonkey4eva mcmonkey4eva Jul 9, 2026 •
edited
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Silent exclusion for incompatibility image-input conds is awkward.
Also I feel like positive/negative prompt difference would be relevant here?
(Or I guess for Krea it doesn't really matter cause Turbo. but like. idk.)

{
node = CreateNode("ConditioningMultiply", new JObject()
{
["conditioning"] = NodePath(node, 0),
["multiplier"] = condMultiplier
});
}
NodeHelpers[trackerId] = node;
return [node, 0];
Expand Down
5 changes: 4 additions & 1 deletion src/Text2Image/T2IParamTypes.cs
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Expand Up @@ -327,7 +327,7 @@ public static string ApplyStringEdit(string prior, string update)
public static T2IRegisteredParam<int> Images, Steps, Width, Height, SideLength, BatchSize, VAETileSize, VAETileOverlap, VAETemporalTileSize, VAETemporalTileOverlap, ClipStopAtLayer, VideoFrames, VideoMotionBucket, VideoFPS, VideoSteps, RefinerSteps, CascadeLatentCompression, MaskShrinkGrow, MaskBlur, MaskGrow, SegmentMaskBlur, SegmentMaskGrow, SegmentMaskOversize, SegmentSteps, Text2VideoFrames, TrimVideoStartFrames, TrimVideoEndFrames, VideoExtendFrameOverlap;
public static T2IRegisteredParam<long> Seed, VariationSeed, WildcardSeed, Text2AudioBPM;
public static T2IRegisteredParam<double> CFGScale, VariationSeedStrength, InitImageCreativity, InitImageResetToNorm, InitImageNoise, RefinerControl, RefinerUpscale, RefinerCFGScale, ReVisionStrength, AltResolutionHeightMult,
FreeUBlock1, FreeUBlock2, FreeUSkip1, FreeUSkip2, GlobalRegionFactor, EndStepsEarly, SamplerSigmaMin, SamplerSigmaMax, SamplerRho, VideoAugmentationLevel, VideoCFG, VideoMinCFG, Video2VideoCreativity, VideoSwapPercent, VideoExtendSwapPercent, IP2PCFG2, RegionalObjectCleanupFactor, SigmaShift, SegmentThresholdMax, SegmentCFGScale, FluxGuidanceScale, Text2AudioDuration;
FreeUBlock1, FreeUBlock2, FreeUSkip1, FreeUSkip2, GlobalRegionFactor, EndStepsEarly, SamplerSigmaMin, SamplerSigmaMax, SamplerRho, VideoAugmentationLevel, VideoCFG, VideoMinCFG, Video2VideoCreativity, VideoSwapPercent, VideoExtendSwapPercent, IP2PCFG2, RegionalObjectCleanupFactor, SigmaShift, SegmentThresholdMax, SegmentCFGScale, FluxGuidanceScale, Text2AudioDuration, ConditioningMultiplier;
public static T2IRegisteredParam<Image> InitImage, MaskImage, VideoEndFrame;
public static T2IRegisteredParam<AudioFile> VideoAudioInput, VideoAudioReference;
public static T2IRegisteredParam<T2IModel> Model, RefinerModel, VAE, RegionalObjectInpaintingModel, SegmentModel, VideoModel, VideoSwapModel, RefinerVAE, ClipLModel, ClipGModel, ClipVisionModel, T5XXLModel, LLaVAModel, LLaMAModel, QwenModel, MistralModel, GemmaModel, GptOssModel, VideoExtendModel, VideoExtendSwapModel, NegativeModel;
Expand Down Expand Up @@ -906,6 +906,9 @@ static bool isUncondName(string str)
RemoveBackground = Register<bool>(new("Remove Background", "If enabled, removes the background from the generated image.\nThis internally uses RemBG.",
"false", IgnoreIf: "false", IsAdvanced: true, Group: GroupAdvancedSampling, OrderPriority: -2
));
ConditioningMultiplier = Register<double>(new("Conditioning (Multiply)", "Multiplies the text conditioning.",
"1", Min: -100, Max: 100, Step: 0.01, Toggleable: true, IsAdvanced: true, Group: GroupAdvancedSampling, OrderPriority: -1
));
EndStepsEarly = Register<double>(new("End Steps Early", "Percentage of steps to cut off before the image is done generation.",
"0", Toggleable: true, IgnoreIf: "0", VisibleNormally: false, Min: 0, Max: 1, Group: GroupAdvancedSampling, FeatureFlag: "endstepsearly"
));
Expand Down
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