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Last updated
2025-10-13

ComfyUI Custom Nodes for Inference.Core enhances the functionality of ComfyUI by providing specialized nodes designed for inference tasks. This repository allows users to expand their ComfyUI workflows with custom nodes that optimize performance and streamline processes.

  • Offers a collection of custom nodes tailored for inference within the ComfyUI environment.
  • Supports various hardware acceleration options, including CUDA and DirectML, to enhance processing efficiency.
  • Facilitates easy integration with existing ComfyUI setups through a straightforward installation process.

Context

This tool is a repository of custom nodes specifically designed for use with ComfyUI's Inference.Core. Its primary purpose is to extend the capabilities of ComfyUI, allowing users to implement advanced inference techniques that can lead to improved performance and versatility in AI art generation.

Key Features & Benefits

The repository provides a range of custom nodes that are optimized for different inference tasks, enabling users to tailor their workflows to specific needs. By supporting various hardware configurations, it ensures that users can leverage their available resources effectively, whether they are using GPUs with CUDA or CPU-only setups.

Advanced Functionalities

One of the standout features of this tool is its compatibility with multiple hardware acceleration options such as CUDA, RoCM, and DirectML. This flexibility allows users to choose the most suitable setup for their specific environment, which can significantly reduce inference times and improve overall productivity.

Practical Benefits

Integrating these custom nodes into ComfyUI enhances workflow efficiency by simplifying the process of setting up inference tasks. Users gain greater control over their AI art generation processes, which leads to higher quality outputs and a more streamlined experience when working with complex models.

Credits/Acknowledgments

This repository is maintained by contributors who have a focus on enhancing the ComfyUI framework. For detailed information on the contributions and licensing, users are encouraged to refer to the original repository documentation.

Inner Nodes

AIO_Preprocessor
AnimalPosePreprocessor
AnimeFace_SemSegPreprocessor
AnimeLineArtPreprocessor
AnyLineArtPreprocessor_aux
BAE-NormalMapPreprocessor
BinaryPreprocessor
CannyEdgePreprocessor
ColorPreprocessor
ControlNetAuxSimpleAddText
ControlNetPreprocessorSelector
DSINE-NormalMapPreprocessor
DWPreprocessor
DensePosePreprocessor
DepthAnythingPreprocessor
DepthAnythingV2Preprocessor
DiffusionEdge_Preprocessor
ExecuteAllControlNetPreprocessors
FacialPartColoringFromPoseKps
FakeScribblePreprocessor
HEDPreprocessor
HintImageEnchance
ImageGenResolutionFromImage
ImageGenResolutionFromLatent
ImageIntensityDetector
ImageLuminanceDetector
InpaintPreprocessor
LayeredDiffusionApply
LayeredDiffusionCondApply
LayeredDiffusionCondJointApply
LayeredDiffusionDecode
LayeredDiffusionDecodeRGBA
LayeredDiffusionDecodeSplit
LayeredDiffusionDiffApply
LayeredDiffusionJointApply
LeReS-DepthMapPreprocessor
LineArtPreprocessor
LineartStandardPreprocessor
M-LSDPreprocessor
Manga2Anime_LineArt_Preprocessor
MaskOptFlow
MediaPipe-FaceMeshPreprocessor
MeshGraphormer+ImpactDetector-DepthMapPreprocessor
MeshGraphormer-DepthMapPreprocessor
Metric3D-DepthMapPreprocessor
Metric3D-NormalMapPreprocessor
MiDaS-DepthMapPreprocessor
MiDaS-NormalMapPreprocessor
ModelMergeBlockNumber
ModelMergeSDXL
ModelMergeSDXLDetailedTransformers
ModelMergeSDXLTransformers
ModelSamplerTonemapNoiseTest
OneFormer-ADE20K-SemSegPreprocessor
OneFormer-COCO-SemSegPreprocessor
OpenposePreprocessor
PiDiNetPreprocessor
PixelPerfectResolution
PromptExpansion
PyraCannyPreprocessor
ReferenceOnlySimple
RenderAnimalKps
RenderPeopleKps
RescaleClassifierFreeGuidanceTest
SAMPreprocessor
SavePoseKpsAsJsonFile
ScribblePreprocessor
Scribble_PiDiNet_Preprocessor
Scribble_XDoG_Preprocessor
SemSegPreprocessor
ShufflePreprocessor
TEEDPreprocessor
TEED_Preprocessor
TTPlanet_TileGF_Preprocessor
TTPlanet_TileSimple_Preprocessor
TilePreprocessor
TonemapNoiseWithRescaleCFG
UniFormer-SemSegPreprocessor
Unimatch_OptFlowPreprocessor
UpperBodyTrackingFromPoseKps
Zoe-DepthMapPreprocessor
Zoe_DepthAnythingPreprocessor