CivArchive
    Clothing - Cutout Bodysuits - v1.0
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    This LoRA was trained on multiple different cutout bodysuits, most of them inspired by the amazing designer Adam Saaks. Part of this is already in my darkgothicstuff LoRA, but I decided to create a separate LoRA for that and increase the dataset massively.

    How to use:

    The captions were done in natural language, this means you can prompt how the cutouts should look like, what is exposed and so on. For example use phrases like:

    For halter style: e.g. shoulder straps, double shoulder straps, off-the-shoulder, strapless and so on.

    For cutouts: geometric cutouts, web-like pattern, curved cutouts, extensive cutouts, triangular, angular, connecting straps and so on.

    For cutout location and exposure: chest, waist, hips, midriff, sides, thighs, calves, abdomen and so on.

    For the neckline: round neckline, scoop neckline, deep scoop, V-neckline, halter neckline, off-the-shoulder neckline, high neckline, and so on.

    Always use the trigger cutout_bodysuit. You can also use the following advanced trigger words in addition:

    holder type:

    cutout_halter_neck

    cutout_off_shoulder

    cutout_shoulder_strap

    cutout_strapless

    sleeve design:

    cutout_sleeveless

    cutout_short_sleeve

    cutout_long_sleeve

    leg design:

    cutout_high_cut

    cutout_full_length (if you want "normal" legs, use full-length legs in the prompt. If you want cutouts here as well, use full-length cutout legs)

    There is also a special trigger cutout_cropped that generates tops instead of bodysuits. However, this one is a little underrepresented since it was not the goal of this LoRA.

    This is, just like my other clothing LoRAs, not a "single outfit LoRA". Instead, I trained how fabric works, falls, looks and behaves and where the cutouts are places and how much skin is exposed.

    Would love if you post your creations here with it.

    The LoRA was trained on the default flux1-dev model for maximum compatibility.

    Dataset and training data:

    • 182 images

    • 7 steps per image

    • 8 epochs

    • bucks with 1152px max size, no auto scaling

    • cosine scheduler with 0.15 warmup and 0.8 decay

    • Captioning was done with OpenAI

    • alpha == dim: 32

    If you use it with other loras, for example a character lora, try to lower the weight - I had good results at around 0.5.

    As always: I did not polish any of the images in the showcase, they all came out like this. I did 2 images per prompt and picked the better looking one.

    Description

    LORA
    Flux.1 D

    Details

    Downloads
    90
    Platform
    CivitAI
    Platform Status
    Available
    Created
    3/4/2026
    Updated
    4/27/2026
    Deleted
    -
    Trigger Words:
    cutout_bodysuit
    cutout_halter_neck
    cutout_off_shoulder
    cutout_strapless
    cutout_sleeveless
    cutout_short_sleeve
    cutout_long_sleeve
    cutout_high_cut
    cutout_full_length
    cutout_cropped

    Files

    clothing_cutout-bodysuit.safetensors

    Mirrors