RES4LYF

RES4LYF is an advanced sampling tool designed for use with ComfyUI, enhancing image generation quality and control by implementing sophisticated sampling techniques. It offers a range of unique features, including regional and temporal conditioning, allowing users to achieve high-quality outputs with fewer steps compared to traditional samplers.

Supports a variety of advanced samplers and noise types, enhancing image quality and reducing artifacts.
Provides regional and temporal conditioning capabilities, enabling detailed control over image generation across different areas and frames.
Includes a comprehensive set of parameters for fine-tuning the sampling process, facilitating a more efficient and tailored workflow.

Context

RES4LYF is a specialized extension for ComfyUI that introduces advanced sampling techniques, allowing users to generate high-quality images with greater efficiency. Its primary purpose is to improve the sampling process by offering various samplers and conditioning methods that enhance the overall output quality.

Key Features & Benefits

This tool features a diverse array of samplers, including explicit, implicit, and diagonally implicit options, which allow for fine-tuned control over the image generation process. The inclusion of regional and temporal conditioning features enables users to specify different prompts for various zones in an image or across frames in animations, significantly enhancing creative possibilities.

Advanced Functionalities

RES4LYF introduces advanced capabilities such as "chainsamplers," which allow for the modulation of parameters over time, leading to improved image quality. It also supports multiple conditioning methods, including unlimited zones for regional conditioning and frame-by-frame prompt adjustments for temporal conditioning, making it suitable for complex workflows.

Practical Benefits

By utilizing RES4LYF, users can streamline their workflows, achieving high-quality results with fewer sampling steps compared to conventional methods. The ability to manipulate parameters dynamically enhances control over the final output, allowing for more precise adjustments and improved efficiency in the creative process.

Credits/Acknowledgments

The RES4LYF project is developed by ClownsharkBatwing, with contributions from various collaborators. The tool is open-source, and users are encouraged to refer to the repository for detailed documentation and updates.

Inner Nodes

AdvancedNoise

Base64ToConditioning

BongSampler

CLIPTextEncodeFluxUnguided

ClownGuide_AdaIN_MMDiT_Beta

ClownGuide_AttnInj_MMDiT_Beta

ClownGuide_Beta

ClownGuide_FrequencySeparation

ClownGuide_Mean_Beta

ClownGuide_SelfRefine

ClownGuide_StyleNorm_Advanced_HiDream

ClownGuide_Style_Beta

ClownGuide_Style_EdgeWidth

ClownGuide_Style_TileSize

ClownGuidesAB_Beta

ClownGuides_Beta

ClownGuides_Sync

ClownGuides_Sync_Advanced

ClownGuides_VideoAudioMask

ClownInpaint

ClownInpaintSimple

ClownModelLoader

ClownOptions_Automation_Beta

ClownOptions_Combine

ClownOptions_Cycles_Beta

ClownOptions_DetailBoost_Beta

ClownOptions_ExtraOptions_Beta

ClownOptions_FlowGuide

ClownOptions_FrameWeights

ClownOptions_Frameweights

ClownOptions_ImplicitSteps_Beta

ClownOptions_LatentNormalize

ClownOptions_Momentum_Beta

ClownOptions_SDE_Beta

ClownOptions_SDE_Mask_Beta

ClownOptions_SDE_Noise

ClownOptions_SigmaScaling_Beta

ClownOptions_StepSize_Beta

ClownOptions_SwapSampler_Beta

ClownOptions_Tile_Advanced_Beta

ClownOptions_Tile_Beta

ClownRegionalConditioning

ClownRegionalConditioning2

ClownRegionalConditioning3

ClownRegionalConditioning_AB

ClownRegionalConditioning_ABC

ClownRegionalConditionings

ClownSampler

ClownSamplerAdvanced

ClownSamplerAdvanced_Beta

ClownSamplerSelector_Beta

ClownSampler_Beta

ClownScheduler

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

ClownpileModelWanVideo

ClownsharKSampler

ClownsharKSamplerAutomation

ClownsharKSamplerAutomation_Advanced

ClownsharKSamplerGuide

ClownsharKSamplerGuides

ClownsharKSamplerOptions

ClownsharKSampler_Beta

ClownsharkChainsampler_Beta

Conditioning Recast FP64

ConditioningAdd

ConditioningAverageScheduler

ConditioningBatch4

ConditioningBatch8

ConditioningDownsample (T5)

ConditioningMultiply

ConditioningOrthoCollin

ConditioningToBase64

ConditioningTruncate

ConditioningZeroAndTruncate

Constant Scheduler

CrossAttn_EraseReplace_HiDream

EmptyLatentImage64

EmptyLatentImageCustom

Film Grain

FluxGuidanceDisable

FluxLoader

FluxOrthoCFGPatcher

Frame Select

Frame Select Latent

Frame Select Latent Raw

Frames Concat

Frames Concat Latent

Frames Concat Latent Raw

Frames Concat Masks

Frames Latent ReverseOrder

Frames Masks Uninterpolate

Frames Masks ZeroOut

Frames Slice

Frames Slice Latent

Frames Slice Latent Raw

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

Image Grain Add

Image Median Blur

Image Pair Split

Image Repeat Tile To Size

Image Sharpen FS

Latent Batcher

Latent Channels From To

Latent Clear State Info

Latent CropGuides State Info

Latent Display State Info

Latent Extract State Info

Latent Get Channel Means

Latent Match Channelwise

Latent Normalize Channels

Latent Replace State Info

Latent Transfer State Info

Latent TrimVideo State Info

Latent Upscale State Info

Latent to Cuda

Latent to RawX

LatentBatch_channels

LatentBatch_channels_16

LatentNoiseBatch_fractal

LatentNoiseBatch_gaussian

LatentNoiseBatch_gaussian_channels

LatentNoiseBatch_perlin

LatentNoiseList

LatentNoised

LatentPhaseMagnitude

LatentPhaseMagnitudeMultiply

LatentPhaseMagnitudeOffset

LatentPhaseMagnitudePower

LatentUpscaleWithVAE

LayerPatcher

Legacy_ClownSampler

Legacy_ClownsharKSampler

Legacy_ClownsharKSamplerGuides

Legacy_SharkSampler

Linear Quadratic Advanced

Mask Bounding Box Aspect Ratio

Mask Sketch

MaskEdge

MaskFloatToBoolean

MaskToggle

Masks From Color Swatches

Masks From Colors

Masks Unpack 16

Masks Unpack 4

Masks Unpack 8

ModelSamplingAdvanced

ModelSamplingAdvancedResolution

ModelTimestepPatcher

PrepForUnsampling

ReAuraPatcher

ReAuraPatcherAdvanced

ReChromaPatcher

ReChromaPatcherAdvanced

ReFluxPatcher

ReFluxPatcherAdvanced

ReHiDreamPatcher

ReHiDreamPatcherAdvanced

ReLTXVPatcher

ReLTXVPatcherAdvanced

ReReduxPatcher

ReSD35Patcher

ReSD35PatcherAdvanced

ReSDPatcher

ReWanPatcher

ReWanPatcherAdvanced

SD35Loader

SamplerOptions_GarbageCollection

SamplerOptions_TimestepScaling

SeedGenerator

Set Precision

Set Precision Advanced

Set Precision Universal

SetImageSize

SetImageSizeWithScale

SharkChainsampler_Beta

SharkOptions_Beta

SharkOptions_GuideCond_Beta

SharkOptions_GuideConds_Beta

SharkOptions_GuiderInput

SharkOptions_StartStep_Beta

SharkOptions_UltraCascade_Latent_Beta

SharkSampler

SharkSamplerAdvanced_Beta

SharkSampler_Beta

Sigmas Abs

Sigmas AdaptiveNoiseFloor

Sigmas AdaptiveStep

Sigmas Add

Sigmas Append

Sigmas ArcCosine

Sigmas ArcSine

Sigmas ArcTangent

Sigmas Attractor

Sigmas CNFInverse

Sigmas CatmullRom

Sigmas Chaos

Sigmas Cleanup

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 Iteration Karras

Sigmas Iteration Polyexp

Sigmas KernelSmooth

Sigmas LambertW

Sigmas LangevinDynamics

Sigmas Lerp

Sigmas LinearSine

Sigmas Logarithm2

Sigmas Math1

Sigmas Math3

Sigmas Modulus

Sigmas Mult

Sigmas Noise Inversion

Sigmas NormalizingFlows

Sigmas Pad

Sigmas Percentile

Sigmas PersistentHomology

Sigmas Power

Sigmas QuantileNorm

Sigmas Quotient

Sigmas ReactionDiffusion

Sigmas Recast

Sigmas Resample

Sigmas Rescale

Sigmas RiemannianFlow

Sigmas SetFloor

Sigmas Sigmoid

Sigmas SmoothStep

Sigmas Split

Sigmas Split Value

Sigmas SquareRoot

Sigmas Start

Sigmas StepwiseMultirate

Sigmas TimeStep

Sigmas Truncate

Sigmas Unpad

Sigmas Variance Floor

Sigmas ZetaEta

Sigmas2 Add

Sigmas2 Mult

SigmasPreview

SigmasSchedulePreview

StableCascade_StageB_Conditioning64

StableCascade_StageC_VAEEncode_Exact

StyleModelApplyStyle

Tan Scheduler

Tan Scheduler 2

Tan Scheduler 2 Simple

TemporalCrossAttnMask

TemporalMaskGenerator

TemporalSplitAttnMask

TemporalSplitAttnMask (Midframe)

TextBox1

TextBox2

TextBox3

TextBoxConcatenate

TextConcatenate

TextLoadFile

TextShuffle

TextShuffleAndTruncate

TextTruncateTokens

TorchCompileModelAura

TorchCompileModelFluxAdv

TorchCompileModelSD35

TorchCompileModels

UNetSave

UltraSharkSampler

UltraSharkSampler Tiled

VAEEncodeAdvanced

VAEStyleTransferLatent

agi

3.8k

Audio

I2V

Image to Video

LoRAs

LTX2.3

Open Source

Video

LTX2.3のStart Frame / End Frame対応Image to Videoワークフローです。オープンソースモデルのためAPIウォレットを消費せず、画像から動画生成を試せます。 This is an Image to Video workflow for LTX2.3 with Start Frame and End Frame support. Since it uses an open-source model, you can generate videos without spend

LTX2.3_Start_End_Frame_opensauce

agi

1.9k

Audio

LoRAs

LTX2.3

Open Source

T2V

Text to Video

Video

LTX2.3のText to Videoワークフローです。オープンソースモデルを使用しているため、APIウォレットを消費せず動画生成を試せます。 Text to Video workflow using LTX2.3. Generate videos without spending your API wallet.

LTX2.3 Text to Video Open Source Ver.

LTX 2.3 Text to video - Advanced Series 01

aitold

5.3k

Audio

LoRAs

LTX

LTX 2.3

T2V

Text to video

Video

- Generates advanced text to video with LTX 2.3 with high quality and prompt adherence. - Related to the ComfyUI Advanced Video generation series on youtube channel : https://www.youtube.com/@AITold

LTX 2.3 Text to video - Advanced Series 01

- Generates advanced text to video with LTX 2.3 with high quality and prompt adherence. - Related to the ComfyUI Advanced Video generation series on youtube channel : https://www.youtube.com/@AITold

LTX 2.3 Image to video - Advanced Series 02

aitold

4.5k

Audio

I2V

Image to video

LoRAs

LTX

LTX 2.3

Video

Generates advanced image to video with LTX 2.3 with high quality and prompt adherence. - Related to the ComfyUI Advanced Video generation series on youtube channel : https://www.youtube.com/@AITold

LTX 2.3 Image to video - Advanced Series 02

Generates advanced image to video with LTX 2.3 with high quality and prompt adherence. - Related to the ComfyUI Advanced Video generation series on youtube channel : https://www.youtube.com/@AITold

LTX 2.3 Text to Video and Image to Video

jacob

1.5k

Audio

Image to video

LTX

text to video

Video

Video generation

Generate video and audio together with LTX 2.3 22B. Switch between text-to-video and image-to-video with one toggle. Separate multimodal guidance keeps video and audio quality tuned independently.

LTX 2.3 Text to Video and Image to Video

Generate video and audio together with LTX 2.3 22B. Switch between text-to-video and image-to-video with one toggle. Separate multimodal guidance keeps video and audio quality tuned independently.

LTX 2.3 Lip sync I2V - Advanced Series 02

aitold

1.3k

Audio

I2V

Image to Video

Lip sync

LoRAs

LTX

LTX 2.3

Video

- Generates advanced lip sync image to video with LTX 2.3 with high quality and prompt adherence. - Related to the ComfyUI Advanced Video generation series on youtube channel : https://www.youtube.com/@AITold

LTX 2.3 Lip sync I2V - Advanced Series 02

Inner Nodes

AdvancedNoise

Base64ToConditioning

BongSampler

CLIPTextEncodeFluxUnguided

ClownGuide_AdaIN_MMDiT_Beta

ClownGuide_AttnInj_MMDiT_Beta

ClownGuide_Beta

ClownGuide_FrequencySeparation

ClownGuide_Mean_Beta

ClownGuide_SelfRefine

ClownGuide_StyleNorm_Advanced_HiDream

ClownGuide_Style_Beta

ClownGuide_Style_EdgeWidth

ClownGuide_Style_TileSize

ClownGuidesAB_Beta

ClownGuides_Beta

ClownGuides_Sync

ClownGuides_Sync_Advanced

ClownGuides_VideoAudioMask

ClownInpaint

ClownInpaintSimple

ClownModelLoader

ClownOptions_Automation_Beta

ClownOptions_Combine

ClownOptions_Cycles_Beta

ClownOptions_DetailBoost_Beta

ClownOptions_ExtraOptions_Beta

ClownOptions_FlowGuide

ClownOptions_FrameWeights

ClownOptions_Frameweights

ClownOptions_ImplicitSteps_Beta

ClownOptions_LatentNormalize

ClownOptions_Momentum_Beta

ClownOptions_SDE_Beta

ClownOptions_SDE_Mask_Beta

ClownOptions_SDE_Noise

ClownOptions_SigmaScaling_Beta

ClownOptions_StepSize_Beta

ClownOptions_SwapSampler_Beta

ClownOptions_Tile_Advanced_Beta

ClownOptions_Tile_Beta

ClownRegionalConditioning

ClownRegionalConditioning2

ClownRegionalConditioning3

ClownRegionalConditioning_AB

ClownRegionalConditioning_ABC

ClownRegionalConditionings

ClownSampler

ClownSamplerAdvanced

ClownSamplerAdvanced_Beta

ClownSamplerSelector_Beta

ClownSampler_Beta

ClownScheduler

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

ClownpileModelWanVideo

ClownsharKSampler

ClownsharKSamplerAutomation

ClownsharKSamplerAutomation_Advanced

ClownsharKSamplerGuide

ClownsharKSamplerGuides

ClownsharKSamplerOptions

ClownsharKSampler_Beta

ClownsharkChainsampler_Beta

Conditioning Recast FP64

ConditioningAdd

ConditioningAverageScheduler

ConditioningBatch4

ConditioningBatch8

ConditioningDownsample (T5)

ConditioningMultiply

ConditioningOrthoCollin

ConditioningToBase64

ConditioningTruncate

ConditioningZeroAndTruncate

Constant Scheduler

CrossAttn_EraseReplace_HiDream

EmptyLatentImage64

EmptyLatentImageCustom

Film Grain

FluxGuidanceDisable

FluxLoader

FluxOrthoCFGPatcher

Frame Select

Frame Select Latent

Frame Select Latent Raw

Frames Concat

Frames Concat Latent

Frames Concat Latent Raw

Frames Concat Masks

Frames Latent ReverseOrder

Frames Masks Uninterpolate

Frames Masks ZeroOut

Frames Slice

Frames Slice Latent

Frames Slice Latent Raw

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

Image Grain Add

Image Median Blur

Image Pair Split

Image Repeat Tile To Size

Image Sharpen FS

Latent Batcher

Latent Channels From To

Latent Clear State Info

Latent CropGuides State Info

Latent Display State Info

Latent Extract State Info

Latent Get Channel Means

Latent Match Channelwise

Latent Normalize Channels

Latent Replace State Info

Latent Transfer State Info

Latent TrimVideo State Info

Latent Upscale State Info

Latent to Cuda

Latent to RawX

LatentBatch_channels

LatentBatch_channels_16

LatentNoiseBatch_fractal

LatentNoiseBatch_gaussian

LatentNoiseBatch_gaussian_channels

LatentNoiseBatch_perlin

LatentNoiseList

LatentNoised

LatentPhaseMagnitude

LatentPhaseMagnitudeMultiply

LatentPhaseMagnitudeOffset

LatentPhaseMagnitudePower

LatentUpscaleWithVAE

LayerPatcher

Legacy_ClownSampler

Legacy_ClownsharKSampler

Legacy_ClownsharKSamplerGuides

Legacy_SharkSampler

Linear Quadratic Advanced

Mask Bounding Box Aspect Ratio

Mask Sketch

MaskEdge

MaskFloatToBoolean

MaskToggle

Masks From Color Swatches

Masks From Colors

Masks Unpack 16

Masks Unpack 4

Masks Unpack 8

ModelSamplingAdvanced

ModelSamplingAdvancedResolution

ModelTimestepPatcher

PrepForUnsampling

ReAuraPatcher

ReAuraPatcherAdvanced

ReChromaPatcher

ReChromaPatcherAdvanced

ReFluxPatcher

ReFluxPatcherAdvanced

ReHiDreamPatcher

ReHiDreamPatcherAdvanced

ReLTXVPatcher

ReLTXVPatcherAdvanced

ReReduxPatcher

ReSD35Patcher

ReSD35PatcherAdvanced

ReSDPatcher

ReWanPatcher

ReWanPatcherAdvanced

SD35Loader

SamplerOptions_GarbageCollection

SamplerOptions_TimestepScaling

SeedGenerator

Set Precision

Set Precision Advanced

Set Precision Universal

SetImageSize

SetImageSizeWithScale

SharkChainsampler_Beta

SharkOptions_Beta

SharkOptions_GuideCond_Beta

SharkOptions_GuideConds_Beta

SharkOptions_GuiderInput

SharkOptions_StartStep_Beta

SharkOptions_UltraCascade_Latent_Beta

SharkSampler

SharkSamplerAdvanced_Beta

SharkSampler_Beta

Sigmas Abs

Sigmas AdaptiveNoiseFloor

Sigmas AdaptiveStep

Sigmas Add

Sigmas Append

Sigmas ArcCosine

Sigmas ArcSine

Sigmas ArcTangent

Sigmas Attractor

Sigmas CNFInverse

Sigmas CatmullRom

Sigmas Chaos

Sigmas Cleanup

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 Iteration Karras

Sigmas Iteration Polyexp

Sigmas KernelSmooth

Sigmas LambertW

Sigmas LangevinDynamics

Sigmas Lerp

Sigmas LinearSine

Sigmas Logarithm2

Sigmas Math1

Sigmas Math3

Sigmas Modulus

Sigmas Mult

Sigmas Noise Inversion

Sigmas NormalizingFlows

Sigmas Pad

Sigmas Percentile

Sigmas PersistentHomology

Sigmas Power

Sigmas QuantileNorm

Sigmas Quotient

Sigmas ReactionDiffusion

Sigmas Recast

Sigmas Resample

Sigmas Rescale

Sigmas RiemannianFlow

Sigmas SetFloor

Sigmas Sigmoid

Sigmas SmoothStep

Sigmas Split

Sigmas Split Value

Sigmas SquareRoot

Sigmas Start

Sigmas StepwiseMultirate

Sigmas TimeStep

Sigmas Truncate

Sigmas Unpad

Sigmas Variance Floor

Sigmas ZetaEta

Sigmas2 Add

Sigmas2 Mult

SigmasPreview

SigmasSchedulePreview

StableCascade_StageB_Conditioning64

StableCascade_StageC_VAEEncode_Exact

StyleModelApplyStyle

Tan Scheduler

Tan Scheduler 2

Tan Scheduler 2 Simple

TemporalCrossAttnMask

TemporalMaskGenerator

TemporalSplitAttnMask

TemporalSplitAttnMask (Midframe)

TextBox1

TextBox2

TextBox3

TextBoxConcatenate

TextConcatenate

TextLoadFile

TextShuffle

TextShuffleAndTruncate

TextTruncateTokens

TorchCompileModelAura

TorchCompileModelFluxAdv

TorchCompileModelSD35

TorchCompileModels

UNetSave

UltraSharkSampler

UltraSharkSampler Tiled

VAEEncodeAdvanced

VAEStyleTransferLatent

Context

Key Features & Benefits

Advanced Functionalities

Practical Benefits

Credits/Acknowledgments

Inner Nodes

Run workflows with this node

Inner Nodes