【FLUX】ControlNet — v4.2

This v4.2 FLUX ControlNet workflow in ComfyUI is for text-to-image and image-to-image generation from a prompt and, for image-to-image, an input image, plus image upscaling; it produces previewed and saved images.

The package contains six variants: FLUX - ControlNet CANNY (base), FLUX - ControlNet CANNY (gguf), FLUX - ControlNet DEPTH (base), FLUX - ControlNet DEPTH (gguf), FLUX - ControlNet HED (base), and FLUX - ControlNet HED (gguf).

The workflow includes nodes for image loading, text encoding, ControlNet application, sampling, VAE encoding and decoding, preview, saving, and upscaling.

Inputs include a text prompt, an input image for image-to-image or ControlNet use, selected model files, and image-size or guidance settings; outputs include a preview and saved images.

Saved images include generation parameters for online publishing and remixing.

Before loading the workflow, turn on ComfyUI's “Use Nodes V2 (Vue)” setting and refresh the page.

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Install the ComfyUI-UmeAiRT-Toolkit custom node through ComfyUI Manager by searching “UmeAiRT”, or install it from its GitLab project.

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Base variants list these model files: 4x_NMKD-Siax_200k.pth, ae.safetensors, clip_l.safetensors, flux-canny-controlnet-v3.safetensors or flux-hed-controlnet-v3.safetensors, flux1-dev-fp8.safetensors, and t5xxl_fp8_e4m3fn.safetensors.

GGUF variants list these model files: 4x_NMKD-Siax_200k.pth, ae.safetensors, flux-canny-controlnet-v3.safetensors or flux-hed-controlnet-v3.safetensors, flux1-dev-Q8_0.gguf, t5-v1_1-xxl-encoder-Q8_0.gguf, and ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors.

The workflow lists 31 node types, including ApplyFluxControlNet, CannyEdgePreprocessor, HEDPreprocessor, LoadImage, UltimateSDUpscale, and XlabsSampler.

Select the base or GGUF variant to match the model file format in your setup.

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Use the three LoRA slots with individual on/off toggles and strength controls.

Toggle the built-in SeedVR2 upscaler on or off for tiled upscaling.

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This is listed as a workflow package rather than a full model download, and license information is not provided.