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    Here is the home of the zoo for the liminal suburbs contest winner loras.

    Prompt using "liminal", "suburban", "suburban liminal", and many variations. It's tagged with plain English unless specified with "tags" or "tags only", those are tagged with specific tags related to objects on the scene.

    Use the model's quality tags and necessary detail tags to increase quality.

    If they're SDXL based you can probably just swap them around all SDXL based models for fun results.

    Suburban Liminal SD15 - 1024x1024 - Epoch 10 - 20,000 samples~ Civit

    Suburban SDXL10 - 2048x2048 - Epoch 10 - 50,000 samples - Civit

    Suburban SD3.5 M - 1024x1024 - Epoch 10 - 20,000 samples~ Civit

    Suburban Flux1D - 1216x1216 - Epoch 10 - 50,000 samples - CIVIT

    Suburban SimNoobV4-Vpred - pending

    Suburban NoobSimV4-Vpred - pending

    Suburban PonySimV4-Vpred - pending

    Suburban SimSDXL V4 Epsilon - 1024x1024 - Epoch 10 ~ 50,000 samples - CIVIT

    • Tags only

    • I trained this one particularly because SimV4 is more stable than the others for architecture.

    Suburban Liminal epiCRealism VXVI LAST FAME - Epoch 10 - 20,000 samples~ Civit

    • Tags only

    • I chose this because the quality is very high and the outcome is very high quality for uniformity with objects and humans.

    Suburban SimPonyV4-Vpred - not released yet dead model

    Suburban Illustrious - 1216x1216 - Epoch 10 ~ 50,000 samples - CIVIT

    • Redone v2 1024x1024 -> tags only, hand tagged

    Suburban PonyV6 - 1216x1216 - Epoch 10 ~ 50,000 samples - CIVIT ~ Pending

    Suburban is additions that were contest winners from Suburban Liminal, and they are absolutely choice.

    Description

    FAQ

    Comments (5)

    shigatsu_renakiMar 15, 2025
    CivitAI

    Step 1: organize the liminal suburbs contest.

    Step 2: reuse the images for the LoRA.

    Step 3: ?

    Step 4: PROFIT

    Jk, will try soon.

    AbstractPhila
    Author
    Mar 15, 2025

    :D

    smart_enjoyerApr 3, 2025
    CivitAI

    I think you should retrain Illustrious version on booru tags, for now it's trained on full sentences and because of that there are some issues.

    AbstractPhila
    Author
    Apr 3, 2025

    I can run it through. I let Civit handle this one, so I can just run it through again with tags instead of captions.

    Captions are more responsive to any clip, but the unets themselves aka illustrious was trained almost exclusively on tags so it does a bad job with captions in my ways.

    That is also the reason why NoobXL V-PRED took so much training to understand even some basic plain english without completely gutting an image.

    AbstractPhila
    Author
    Apr 3, 2025· 1 reaction

    Done. Hand tagged.

    LORA
    Illustrious

    Details

    Downloads
    132
    Platform
    CivitAI
    Platform Status
    Available
    Created
    3/15/2025
    Updated
    5/12/2026
    Deleted
    -
    Trigger Words:
    liminal
    suburbs
    suburb
    suburban

    Files

    Illustrious-suburbs-liminal-v1.safetensors

    Mirrors