CivArchive
    Conceptual research workflow - v3, all sdxl types
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    NEW (3.0) changes:

    I've improved this workflow, which will truly make you question about your sanity.

    Because just looking at it will make you sick, but the results will make you happy.

    It allows you to create beautiful things, controlling almost everything without prompts, and significantly improving the technical quality of any SDXL, PONY, NoobAI, or Illustrious model.

    Why do you need upscale if you can natively force any SDXL model to create masterpieces at low res or force gen on native high resolution?

    And that's all you need. Or not. Run, waving your arms in horror at his terrifying appearance, and curiously poke at the buttons. Anyway, good luck.


    NEW (2.0) changes:

    1. Can work freely on SDXL and pony models

    3. Fixed and removed unnecessary node groups and garbage.

    4. This workflow is more optimized for quality.

    5. Added an additional pipeline via Ksampler. This will allow you to make crazy quality in any setting.

    6. Added examples (in workflow). (Please, do not copy them. It is better to come up with something of your own. Just take note for self-study). I left a lot of different tips, with them you will get something incredible.

    7. The default settings are set so that you do not have to suffer with them.

    8. Added more settings and filters. To do it automatically and beautifully.

    9. Fixed non-worked nodes.

    I will be grateful for any of your support, because I put a lot of effort into creating this workflow. Yes, it is not perfect. But I want it to be available to everyone. To leave a piece of myself to bring joy to others. I think you will appreciate it :)

    This is my experimental workflow, the most useful nodes were combined in priority for generation in photorealistic/realistic quality.

    For effective generation you will need at least 32GB RAM and at least Rtx2060 with 6gb vid.mem. Recommend rtx 3060 12gb/rtx3070 and higher.

    And a lot of optional utilities and tools:
    Fast load 2 checkpoints
    ControlNet Tile.
    ControlNet Depth.
    ControlNet OpenPose.
    Wildcards.
    DinoRefiner & AutoRefiners.
    Img2Img searage/img2img simple.
    IPAdapter plus.
    Model merge block.
    One button promt.


    Dependencies list (thanks to YetAnotherAIuser).
    https://github.com/ALatentPlace/ComfyUI_yanc
    https://github.com/city96/SD-Latent-Upscaler

    https://github.com/jags111/efficiency-nodes-comfyui

    https://github.com/Derfuu/Derfuu_ComfyUI_ModdedNodes

    https://github.com/comfyanonymous/ComfyUI_experiments

    https://github.com/AIrjen/OneButtonPrompt

    https://github.com/WASasquatch/was-node-suite-comfyui

    https://github.com/wallish77/wlsh_nodes

    https://github.com/kijai/ComfyUI-KwaiKolorsWrapper

    https://github.com/shiimizu/ComfyUI-TiledDiffusion

    https://github.com/shiimizu/ComfyUI_smZNodes

    https://github.com/cubiq/ComfyUI_IPAdapter_plus

    https://github.com/Extraltodeus/Skimmed_CFG

    https://github.com/ltdrdata/ComfyUI-Inspire-Pack

    https://github.com/pythongosssss/ComfyUI-Custom-Scripts

    https://github.com/kijai/ComfyUI-KJNodes

    https://github.com/ltdrdata/ComfyUI-Impact-Pack

    https://github.com/storyicon/comfyui_segment_anything

    https://github.com/rgthree/rgthree-comfy

    https://github.com/cubiq/ComfyUI_essentials

    https://github.com/Acly/comfyui-tooling-nodes

    https://github.com/space-nuko/ComfyUI-OpenPose-Editor

    https://github.com/sipherxyz/comfyui-art-venture

    https://github.com/Fannovel16/comfyui_controlnet_aux

    https://github.com/shadowcz007/comfyui-mixlab-nodes

    https://github.com/Jordach/comfy-plasma

    https://github.com/bash-j/mikey_nodes

    https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes

    https://github.com/Kosinkadink/ComfyUI-Advanced-ControlNet

    https://github.com/time-river/ComfyUI-CLIPSeg/raw/main/custom_nodes/clipseg.py

    The python modules

    .\python_embeded\python.exe -m pip install opencv-python

    .\python_embeded\python.exe -m pip install openai

    .\python_embeded\python.exe -m pip install watchdog

    .\python_embeded\python.exe -m pip install segment_anything

    .\python_embeded\python.exe -m pip install addict

    .\python_embeded\python.exe -m pip install yapf

    .\python_embeded\python.exe -m pip install simpleeval

    Description

    Added salt, dead birb and potato in cauldron

    FAQ

    Workflows
    Illustrious

    Details

    Downloads
    55
    Platform
    CivitAI
    Platform Status
    Available
    Created
    2/13/2026
    Updated
    4/29/2026
    Deleted
    -

    Files

    conceptualResearch_v3AllSdxlTypes.zip

    Mirrors