CivArchive
    Ideogram4 Pro Grade Workflow w/ VRAM optimizers - v1.1 Beta (w/KJ nodes)
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    This is an advanced workflow designed for those familiar with ComfyUI who want pro grade results. It is node heavy and has numerous options. I encourage you to take the time to learn it. This model does not adapt well to simple versions.

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    Instagram: https://www.instagram.com/synth.studio.models/

    Buy me a☕ https://ko-fi.com/lonecatone

    This represents many of hours of work. If you enjoy it, please 👍like, 💬 comment , and feel free to ⚡tip 😉


    Ver 2.0

    • Updated LoRA loaders to put them before CFG override

    • added one for Unconditional model

    • put the option of only using a single model

    • Quick math tweak.

    Ver 1.0 (Beta)

    • VRAM friendly. Includes Kajai's Optimizer nodes for low VRAM

    • Modified the instruct to better do NSFW without the "safety filter" warning.

      • I mean seriously... a swimsuit??

    • JSON prompt creator

      • Load an image 🖼️, or...

      • use the built in LLM, or...

      • create it from scratch in the prompt builder

    • Detailer Daemon

    • Fixed the creator's quality modifier math.

    • Hi res upscaler.

    • Seed VR2 (bake small, blow up big!)

    • 🎨 Post Production Suite

    Description

    FAQ

    Comments (17)

    indigenousdesignsJun 13, 2026
    CivitAI

    thank you for your work

    lonecatone23
    Author
    Jun 13, 2026

    You're welcome 🙏. Please let me know your settings as well as what works and doesn't.

    kungfuc945Jun 14, 2026
    CivitAI

    TypeError: Object of type ModelPatcherDynamic is not JSON serializable

    lonecatone23
    Author
    Jun 14, 2026

    Have you uprated comfyui, or are you running on an older machine? This iscaused by dynamic VRAM or a metadata issue

    try turning off the "save with metadata" area.

    kungfuc945Jun 14, 2026

    @lonecatone23 updated comfy, disabled dynamic vram, and tried it with metadata off.

    lonecatone23
    Author
    Jun 14, 2026

    @kungfuc945 Send me your log. I'm running the latest comfy. I can't find the issue

    rumohsturluson916Jun 15, 2026

    @lonecatone23 it's the easy showanything node that feeds the model name to the image metadata node (in the user settings/getsets group) bypassing it makes the workflow work.

    lonecatone23
    Author
    Jun 15, 2026

    @rumohsturluson916 yes

    lonecatone23
    Author
    Jun 15, 2026· 2 reactions

    @kungfuc945 Problem fixed. Ver 1.1.1. I messed up.

    colorhythmJun 17, 2026
    CivitAI

    Loving your workflows so much. With the current ideogram4 wf beta, it seems that Loras are not working. I can get the same loras to work with my own simple workflow based on the comfyui template. Not sure if it's due to some setting or a bug in the workflow.

    lonecatone23
    Author
    Jun 17, 2026

    bad LoRAs possibly? A LoRA loader is a LoRA loader. Maybe try putting one across the other model as well, but the one I did try functioned fine

    ddzines64112Jun 17, 2026

    Move the lora directly after the model and adding it to the unconditional model helps with characters

    lonecatone23
    Author
    Jun 17, 2026

    @ddzines64112 Just the unconditional, or om both?

    I have not tried character LoRAs yet. I made this the dayafter it was released

    ddzines64112Jun 17, 2026

    @lonecatone23 my character lora worked pretty good on the main model only, after i placed it directly after the model. The character improved after adding the same lora to the unconditional model.

    Thanks for all the great WFs

    lonecatone23
    Author
    Jun 17, 2026

    @ddzines64112 did you have defferent settings?

    The reason why I am asking is that I can use a CR LoRA stack and apply it across both models, or two seperate LoRA loaders for each one. What do you think woud be preferable?

    ddzines64112Jun 17, 2026

    @lonecatone23 if a single loader works, that would be ideal IMO.

    lonecatone23
    Author
    Jun 17, 2026

    Try it now

    Workflows
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    Details

    Downloads
    597
    Platform
    CivitAI
    Platform Status
    Available
    Created
    6/13/2026
    Updated
    6/18/2026
    Deleted
    -

    Files

    ideogram4ProGrade_v11BetaWKJNodes.zip

    Mirrors

    ideogram4ProGrade_v10BETA.zip

    Mirrors

    ideogram4ProGrade_v11BetaWKJNodes.json

    Mirrors