【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.

Suggestion

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

Suggestion

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.

Suggestion · not verified

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.

Suggestion · not verified

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