Z-Image All-in-One Creator (Txt2Img / Img2Img / Inpaint / Upscale / ControlNet / Variation / Face Detailer)

Light_x02Light_x02
6
61
photorealisticimg2imginpaintcontrolnetphotographyrealisticupscaleworkflowtoolall-in-onez-image
v1.0

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Model description

Z-Image All-in-One Creator

(Txt2Img / Img2Img / Inpaint / Upscale / ControlNet / Variation / Face Detailer)

This workflow is built around Z-Image Turbo and designed as a modular, extensible generation hub.
You get multiple generation modes, flexible sigma methods, advanced upscaling, rich prompt sources and automatic metadata saving, all wired to stay readable and easy to extend.

✨ Main Features

  • Multiple generation modes

    • Text-to-Image (Txt2Img)

    • Img2Img

    • Inpaint

    • Inpaint with SAM2 Segmentation (automatic region selection, e.g. face / person / background)

  • Prompt sources

    • Manual prompts (Positive / Negative)

    • Local Media Manager (reuse prompts from your own images with metadata)

    • Civitai Discovery Hub (import prompt, negative, metadata + image from Civitai)

    • QwenVL (generate prompts from an input image using an LLM)

  • Sigma methods

    • Standard method (classic behavior)

    • Method Sigma Low Noise – softer result, controlled denoising, still detailed

    • Method Sigma High Noise – stronger, punchier, higher energy with more visible noise

  • Noise & variation tools

    • SeedVarianceEnhancer to increase seed diversity for Z-Image Turbo

    • Multiple sampler/scheduler combos tuned for Z-Image (Euler, dpmpp, seeds_2 / seeds_3, res, etc.)

  • ControlNet support

    • Depth / DW / Canny / HED preprocessing

    • Control image megapixel control and strength sliders

  • Face Detailer

    • Acts like a refiner only on the face, especially useful for small or distant faces

    • Separate steps, CFG, sampler, scheduler and denoise controls

  • Upscale options

    • No Upscale (direct output)

    • Tile Upscale using UltimateSDUpscale

    • SeedVR2 Upscale for very small sources → high resolution output

  • Save & metadata

    • Multiple save points (1st pass / Upscale / Final)

    • Recommended: Save Image Final (with filters applied)

    • Automatic ComfyUI metadata extension for Civitai-compatible workflows

🔔 Note: Img2Img and Inpaint are NOT compatible with Method: Sigma High Noise.
They work normally with other methods (Standard, Sigma Low Noise, etc.).

🧩 Modular Design

The workflow is built to be easily extendable.

You can add:

  • new generation modes

  • new generation methods

  • new upscale methods

  • new prompt sources

By following a simple convention:

Generation modes

  • Add a group inside the Generation Preview subgraph.

  • The group name must contain generation and be cyan.

  • The Generation Mode node will detect it and allow enabling/disabling modes.

  • Connect the outputs to the appropriate switches.

Generation methods

  • Add a group inside Generation Preview.

  • The group name must contain method.

  • Connect all inputs (switches / pipes) and route the latent output to Latent Switch 2.

Upscale methods

  • Add a group inside the Upscale subgraph.

  • The group name must contain Upscale and be green.

  • Connect the inputs from the pipe and route the image output to Image Switch Upscale.

Prompt sources

  • Connect the text output of your new source to Prompt P Switch (in the Backend group on the right).

  • Also connect your node to Source Prompt, so the system can automatically disable it when another prompt source is selected.

🧠 Recommended Usage & UI Tips

  • This workflow is designed to be used with node link visibility turned OFF in ComfyUI:

    • cleaner visual layout

    • better performance on large workflows

  • Enable link display mainly when you want to modify or extend the workflow.

  • For best quality:

    • Use Method Sigma Low Noise for cleaner, softer images with strong detail.

    • Use Method Sigma High Noise when you want more punch, sharper noise and aggressive detail.

  • Upscale:

    • For typical stills, SeedVR2 around ~6MP target often gives very strong results.

    • For simple upscale, the Tile Upscale branch remains a good, classic option.

📦 Required Custom Nodes

ComfyUI Manager should normally detect and install missing nodes automatically.
Here is the full list of required extensions for this workflow:

❤️ Credits & Support

This workflow was created by Light_x02:
https://civitai.com/user/Light_x02

It required many days and countless hours of work to design, refine and document.

If you enjoy using this workflow, feel free to leave a comment (positive or constructive) on Civitai.
If you’d like to support the project, you can also offer a coffee on Ko-fi:

☕ https://ko-fi.com/light_x02

Images made by this model

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