CivArchive
    Line Drawing ✨ by Huggy - V06E49 Illustrious
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    πŸ’‘ Search "huggy" to find all my models on site.

    πŸ’‘ Models are updated frequently, so be sure to check back and use the latest version.

    πŸ’‘ DO NOT MIXED USE Illustrious lora with SDXL / PONY / FLUX model.

    πŸ“’ So far it works well with over 60 out of 94 Illustrious Checkpoints available on Civitai, check my showcase images below for comparison.

    πŸ“’ Still a Work In Progress

    This "Line Drawing" lora is the result of an ongoing experimental project, which was originally called "Line Art." The first version dropped in SDXL back in July 2024, and since then, I’ve trained multiple versions like Pony and Flux. Every time, I’ve tweaked the training data, refined the captions, and adjusted the settings. It’s been like blindly searching for the perfect mix in the vast world of machine learning.

    πŸ“’ V6 state: underfitting

    πŸ“’ To be fixed in the next update:

    • More dedicated training data for hands

    • Remove data with multiple hands

    • Increase num of repeat from 2 to 3

    • Increase training step from 6,000 to 10,000

    πŸ“’Β Cost breakdown for this lora:

    • 7,900 Buzz – 6 rounds of training

    • 2,000 Buzz – Testing

    Total:Β 9,900 Buzz

    πŸŽ‰ This lora is part of my goal to create 100 lora.

    Description

    {

    "Image": "179",

    "engine": "kohya",

    "unetLR": 0.0004,

    "clipSkip": 1,

    "loraType": "lora",

    "keepTokens": 1,

    "networkDim": 32,

    "numRepeats": 2,

    "resolution": 1024,

    "lrScheduler": "cosine_with_restarts",

    "minSnrGamma": 5,

    "noiseOffset": 0.10,

    "targetSteps": 5370,

    "enableBucket": true,

    "networkAlpha": 16,

    "optimizerType": "Adafactor",

    "textEncoderLR": 0.00005,

    "maxTrainEpochs": 60,

    "shuffleCaption": true,

    "trainBatchSize": 4,

    "flipAugmentation": true,

    "lrSchedulerNumCycles": 3

    }

    LORA
    Illustrious

    Details

    Downloads
    69
    Platform
    SeaArt
    Platform Status
    Available
    Created
    5/19/2025
    Updated
    5/27/2025
    Deleted
    -
    Trigger Words:
    line drawing

    Files

    Available On (1 platform)

    Same model published on other platforms. May have additional downloads or version variants.