---
title: "RES4LYF on Comfy Cloud"
description: "RES4LYF is preinstalled on Comfy Cloud — 285 nodes ready to run on managed GPUs. Description unavailable."
canonical: https://comfy.org/cloud/supported-nodes/RES4LYF/
lang: en
index: https://comfy.org/llms.txt
---

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# RES4LYF

Description unavailable.

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## Nodes in this pack

### advanced/conditioning

- CrossAttn_EraseReplace_HiDream Experimental

### essentials/mask

- Mask Bounding Box Aspect Ratio

### image

- Mask Sketch

### RES4LYF/conditioning

- CLIPTextEncodeFluxUnguided Experimental
- ClownRegionalConditioning
- ClownRegionalConditioning_AB
- ClownRegionalConditioning_ABC
- ClownRegionalConditioning2
- ClownRegionalConditioning3
- ClownRegionalConditionings
- ConditioningAdd
- ConditioningAverageScheduler Experimental
- ConditioningBatch4
- ConditioningBatch8
- ConditioningDownsample (T5) Experimental
- ConditioningOrthoCollin Experimental
- ConditioningTruncate Experimental

  Use for positive conditioning with SD3.5. Tokens beyond 77 result in degradation of image quality.
- ConditioningZeroAndTruncate

  Use for negative conditioning with SD3.5. ConditioningZeroOut does not truncate the embedding, which results in severe degradation of image quality with SD3.5 when the token limit is exceeded.
- StableCascade_StageB_Conditioning64
- StyleModelApplyStyle Experimental

  Use with Flux Redux.

### RES4LYF/images

- Film Grain
- Frame Select
- Frames Concat
- Frames Slice
- Frequency Separation Hard Light
- Frequency Separation Hard Light LAB
- Frequency Separation Linear Light
- Image Channels LAB
- Image Crop Location Exact
- Image Gaussian Blur
- Image Get Color Swatches

  Get color swatches, in the order they appear, from top to bottom, in an input image. For use with color masks.
- Image Grain Add
- Image Median Blur
- Image Pair Split
- Image Repeat Tile To Size
- Image Sharpen FS
- Masks From Color Swatches

  Create masks from a multicolor image using color swatches to identify regions. Returns them as a list.
- Masks From Colors

  Create masks from a multicolor image using color swatches to identify regions. Returns them as a list.
- SetImageSize

  Generate a pair of integers for image sizes.
- SetImageSizeWithScale

  Generate a pair of integers for image sizes.

### RES4LYF/latents

- EmptyLatentImage64
- EmptyLatentImageCustom
- Frame Select Latent
- Frame Select Latent Raw
- Frames Concat Latent
- Frames Concat Latent Raw
- Frames Slice Latent
- Frames Slice Latent Raw
- Latent Batcher
- Latent Channels From To
- Latent Clear State Info
- Latent Display State Info
- Latent Get Channel Means
- Latent Match Channelwise
- Latent Normalize Channels
- Latent Replace State Info
- Latent to Cuda
- Latent to RawX
- Latent Transfer State Info
- Latent TrimVideo State Info Experimental
- LatentBatch_channels
- LatentBatch_channels_16
- LatentPhaseMagnitude
- LatentPhaseMagnitudeMultiply
- LatentPhaseMagnitudeOffset
- LatentPhaseMagnitudePower
- LatentUpscaleWithVAE

### RES4LYF/legacy/sampler_extensions

- Legacy2_ClownInpaint Deprecated
- Legacy2_ClownInpaintSimple Deprecated
- Legacy2_ClownsharKSamplerAutomation Deprecated
- Legacy2_ClownsharKSamplerAutomation_Advanced Deprecated
- Legacy2_ClownsharKSamplerGuide Deprecated
- Legacy2_ClownsharKSamplerGuides Deprecated
- Legacy2_SamplerOptions_GarbageCollection Deprecated

  Patches ClownSampler to use garbage collection after every step. This can help with OOM issues during inference for large models like Flux. The tradeoff is slower sampling.

### RES4LYF/legacy/sampler_options

- Legacy2_ClownOptions_FrameWeights Deprecated
- Legacy2_ClownOptions_SDE_Noise Deprecated

### RES4LYF/legacy/samplers

- Legacy_ClownSampler Deprecated
- Legacy_ClownsharKSampler Deprecated
- Legacy_ClownsharKSamplerGuides Deprecated
- Legacy_SharkSampler Deprecated
- Legacy2_ClownSampler Deprecated
- Legacy2_ClownSamplerAdvanced Deprecated
- Legacy2_ClownsharKSampler Deprecated

### RES4LYF/legacy/samplers/ultracascade

- UltraSharkSampler Tiled Deprecated

  For use with UltraCascade.

### RES4LYF/legacy/samplers/UltraCascade

- Legacy2_UltraSharkSampler Deprecated

  For use with Stable Cascade and UltraCascade.

### RES4LYF/loaders

- ClownModelLoader
- FluxLoader
- SD35Loader

### RES4LYF/masks

- Frames Concat Masks
- Frames Latent ReverseOrder
- Frames Masks Uninterpolate
- Frames Masks ZeroOut
- MaskEdge
- MaskFloatToBoolean
- Masks Unpack 16

  Unpack a list of masks into separate outputs.
- Masks Unpack 4

  Unpack a list of masks into separate outputs.
- Masks Unpack 8

  Unpack a list of masks into separate outputs.
- MaskToggle
- TemporalCrossAttnMask
- TemporalMaskGenerator Experimental
- TemporalSplitAttnMask
- TemporalSplitAttnMask (Midframe) Experimental

### RES4LYF/model

- ClownpileModelWanVideo Experimental

### RES4LYF/model_patches

- FluxGuidanceDisable
- FluxOrthoCFGPatcher Experimental
- ReAuraPatcher
- ReAuraPatcherAdvanced
- ReChromaPatcher
- ReChromaPatcherAdvanced
- ReFluxPatcher
- ReFluxPatcherAdvanced
- ReHiDreamPatcher
- ReHiDreamPatcherAdvanced
- ReLTXVPatcher
- ReLTXVPatcherAdvanced
- ReReduxPatcher Experimental
- ReSD35Patcher
- ReSD35PatcherAdvanced
- ReSDPatcher
- ReWanPatcher
- ReWanPatcherAdvanced
- TorchCompileModelAura
- TorchCompileModelFluxAdv
- TorchCompileModels
- TorchCompileModelSD35

### RES4LYF/model_shift

- ModelSamplingAdvanced
- ModelSamplingAdvancedResolution
- ModelTimestepPatcher

### RES4LYF/noise

- AdvancedNoise
- LatentNoiseBatch_fractal
- LatentNoiseBatch_gaussian
- LatentNoiseBatch_gaussian_channels
- LatentNoiseBatch_perlin
- LatentNoised
- LatentNoiseList

### RES4LYF/patchers

- LayerPatcher

### RES4LYF/precision

- Conditioning Recast FP64 Experimental
- Set Precision
- Set Precision Advanced
- Set Precision Universal
- Sigmas Recast

### RES4LYF/sampler_extensions

- ClownGuide
- ClownGuide AdaIN (HiDream)
- ClownGuide AttnInj (HiDream)
- ClownGuide Mean
- ClownGuide Style

  Transfer some visual aspects of style from a guide (reference) image. If nothing about style is specified in the prompt, it may just transfer the lighting and color scheme.If using CFG results in burn, or a very dark/bright image in the preview followed by a bad output, try duplicating and chaining this node, so that the guide may be applied to both positive and negative conditioning.Currently supported models: SD1.5, SDXL, Stable Cascade, SD3.5, AuraFlow, Flux, HiDream, WAN, and LTXV.
- ClownGuide_FrequencySeparation Experimental
- ClownGuide_Style_EdgeWidth

  Set an edge mask for some style guide types such as scattersort. Can help mitigate seams.
- ClownGuide_Style_TileSize

  Set a tile size for some style guide types such as scattersort. Can improve adherence to the input image.
- ClownGuide_StyleNorm_Advanced_HiDream Experimental
- ClownGuides
- ClownGuides Sync Experimental
- ClownGuides Sync_Advanced Experimental
- ClownGuidesAB
- ClownStyle_Attn_MMDiT
- ClownStyle_Attn_UNet
- ClownStyle_Block_MMDiT
- ClownStyle_Block_UNet
- ClownStyle_Boost
- ClownStyle_MMDiT
- ClownStyle_ResBlock_UNet
- ClownStyle_SpatialBlock_UNet
- ClownStyle_TransformerBlock_UNet
- ClownStyle_UNet

### RES4LYF/sampler_options

- ClownOptions Automation
- ClownOptions Combine
- ClownOptions Cycles
- ClownOptions Detail Boost
- ClownOptions Extra Options
- ClownOptions Frameweights
- ClownOptions Implicit Steps
- ClownOptions Momentum
- ClownOptions SDE
- ClownOptions SDE Mask
- ClownOptions Sigma Scaling
- ClownOptions Step Size
- ClownOptions Swap Sampler
- ClownOptions Tile
- ClownOptions Tile Advanced
- ClownOptions_FlowGuide
- ClownSamplerSelector
- SharkOptions
- SharkOptions Guide Cond
- SharkOptions Guide Conds
- SharkOptions Guider Input
- SharkOptions Start Step
- SharkOptions UltraCascade Latent

### RES4LYF/samplers

- BongSampler
- ClownSampler
- ClownSamplerAdvanced Experimental
- ClownsharkChainsampler
- ClownsharKSampler
- SharkChainsampler
- SharkSampler

### RES4LYF/schedulers

- ClownScheduler
- Constant Scheduler
- Linear Quadratic Advanced
- Sigmas Iteration Karras
- Sigmas Iteration Polyexp
- Tan Scheduler
- Tan Scheduler 2
- Tan Scheduler 2 Simple

### RES4LYF/sigmas

- Sigmas Abs
- Sigmas AdaptiveNoiseFloor
- Sigmas AdaptiveStep
- Sigmas Add
- Sigmas Append
- Sigmas ArcCosine
- Sigmas ArcSine
- Sigmas ArcTangent
- Sigmas Attractor
- Sigmas CatmullRom
- Sigmas Chaos
- Sigmas Cleanup
- Sigmas CNFInverse
- Sigmas CollatzIteration
- Sigmas Concat
- Sigmas ConwaySequence
- Sigmas Count
- Sigmas CrossProduct
- Sigmas DeleteBelowFloor
- Sigmas DeleteDuplicates
- Sigmas DotProduct
- Sigmas Easing
- Sigmas Fmod
- Sigmas Frac
- Sigmas From Text
- Sigmas GammaBeta
- Sigmas Gaussian
- Sigmas GaussianCDF
- Sigmas GilbreathSequence
- Sigmas HarmonicDecay
- Sigmas Hyperbolic
- Sigmas If
- Sigmas InvLerp
- Sigmas KernelSmooth
- Sigmas LambertW
- Sigmas LangevinDynamics
- Sigmas Lerp
- Sigmas LinearSine
- Sigmas Logarithm2
- Sigmas Modulus
- Sigmas Mult
- Sigmas Noise Inversion

  For use with unsampling. Connect sigmas_fwd to the unsampling (first) node, and sigmas_rev to the sampling (second) node.
- Sigmas NormalizingFlows
- Sigmas Pad
- Sigmas Percentile
- Sigmas PersistentHomology
- Sigmas Power
- Sigmas QuantileNorm
- Sigmas Quotient
- Sigmas ReactionDiffusion
- Sigmas Resample

  Interpolate the sigmas schedule to a new length clamping the start and end values.
- Sigmas Rescale

  Can be used to set denoise. Results are generally better than with the approach used by KSampler and most nodes with denoise values (which slice the sigmas schedule according to step count, not the noise level). Will also flip the sigma schedule if the start and end values are reversed.
- Sigmas RiemannianFlow
- Sigmas SetFloor
- Sigmas Sigmoid
- Sigmas SmoothStep
- Sigmas Split
- Sigmas Split Value

  Splits sigma schedule at a specific sigma value.
- Sigmas SquareRoot
- Sigmas Start
- Sigmas StepwiseMultirate
- Sigmas TimeStep
- Sigmas Truncate
- Sigmas Unpad
- Sigmas Variance Floor

  Process a sigma schedule so that any steps that are too large for variance-locked SDE sampling are replaced with the maximum permissible value.Will be very difficult to approach sigma = 0 due to the nature of the math, as steps become very small much below approximately sigma = 0.15 to 0.2.
- Sigmas ZetaEta
- Sigmas2 Add
- Sigmas2 Mult
- SigmasPreview

  Saves the input images to your ComfyUI output directory.
- SigmasSchedulePreview

  Saves the input images to your ComfyUI output directory.

### RES4LYF/text

- TextBox1

  Multiline textbox.
- TextBox2

  Multiline textbox.
- TextBox3

  Multiline textbox.
- TextBoxConcatenate

  Multiline textbox with concatenate functionality.
- TextConcatenate
- TextShuffle
- TextShuffleAndTruncate
- TextTruncateTokens

### RES4LYF/utilities

- SeedGenerator

### RES4LYF/vae

- PrepForUnsampling
- StableCascade_StageC_VAEEncode_Exact
- VAEEncodeAdvanced
- VAEStyleTransferLatent