CivArchive
    ComfyUI-CapitanZiT-Scheduler - v1.2
    Preview 124088138

    Added interactive graph to the Klein edit scheduler where it has 3 modes to control and adjust.

    The top part of graph is for full control, the bottom part if you only want to control the shift and curve, and also you can just enter the params as input and it will also reflect in the graph live.

    I mainly use this schedulder for Z-image tubro and Flux2Klein.
    Custom node : https://github.com/capitan01R/ComfyUI-CapitanZiT-Scheduler

    Tweak and play around with it as you like!!!

    Description

    v 1.2.0

    Comments (4)

    GlowingGuardianGirlMar 14, 2026· 1 reaction
    CivitAI

    Hello. For mere users like me, could you explain what the curve, shift and sigma change for the generation? Thank you 🙌

    Capitan01R
    Author
    Mar 15, 2026

    Sigma = how much of the image is “done” at each step. Starts at 1.0 (pure noise) and counts down to 0.0 (finished image). Think of it like a progress bar that the model follows.

    Shift = where the model spends most of its effort. High shift = more steps spent on the big picture (composition, structure) before worrying about details. Low shift = rushes to details early. For most edits, higher shift = safer, more faithful to your input.

    Curve = the shape of that progress. Curve < 1 means the model moves fast at first then slows down near the end (front-loaded). Curve > 1 means it eases in slowly then rushes to finish. Think of it like acceleration

    @Capitan01R Well, this all makes so much more sense, thank you very much 🙌😤

    ai839Mar 14, 2026· 1 reaction
    CivitAI

    This looks great! Some days ago I built something very similar in HTML/JavaScript to quickly adjust sigmas in a separate browser window. I thought a ComfyUI node would be very handy and here it is :).

    Workflows
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    Details

    Downloads
    50
    Platform
    CivitAI
    Platform Status
    Available
    Created
    3/14/2026
    Updated
    5/26/2026
    Deleted
    -

    Files

    comfyuiCapitanzit_v12.zip

    Mirrors

    HuggingFace (1 mirrors)
    CivitAI (1 mirrors)