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    Uploads from my experiments with 1) continued/resumed LoRA training combined with 2) RL training

    moil is not intended to be a LoRA for a specific reason or purpose - it's intended to be a replacement for a full model finetune. So it aims to be well rounded.

    I recommend using it on the base Z-Image Turbo model - not tunes.
    Start by using moil only before mixing in other LoRAs.

    If you're using Comfy you have to make sure it's up to date to be able to load PEFT format loras.

    Description

    FAQ

    Comments (4)

    J1BFeb 27, 2026· 1 reaction
    CivitAI

    This is interesting, seems really good for NSFW. It changes the image a lot compared to most ZIT loras.

    epiTune
    Author
    Feb 27, 2026· 1 reaction

    Yes, the weight delta on this LoRA is quite large; and over time I'll attempt to improve stability to tame and refine it a bit as well. But it is indeed the point to continue to train the LoRA so that the large weight delta accomplishes the same outcome as continually training a full finetune.

    FluxFestMar 2, 2026
    CivitAI

    This is a high quality lora. What weight and sampler/scheduler combo do you typically use with ZIT?

    I find it burns quite easily at higher weights, especially if combined with other lora(s)

    epiTune
    Author
    Mar 2, 2026

    Yup, it's not all that stable - I'm still actively training it and pushing the weight deltas to where I want them to be; but that means it's not very refined yet.

    I use fully vanilla ZIT diffusers pipeline for inference.

    LORA
    ZImageTurbo

    Details

    Downloads
    288
    Platform
    CivitAI
    Platform Status
    Available
    Created
    2/27/2026
    Updated
    5/13/2026
    Deleted
    -

    Files

    moil-pre-5.safetensors

    Mirrors

    HuggingFace (1 mirrors)
    CivitAI (1 mirrors)