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    Latex (SD Lightning) Beta Repo - v1.0
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    After a gap of two years, I trained using 20,000 images, and the SD lightning model.

    From this I can provide this nice LoRA up weights. Feel free to use.

    This repo is for testing.

    I need your responses and opinons.

    RealVisXL V4.0 V4.0 Lightning (BakedVAE) is used

    Thus, Hires fix is a must! 2.0 scale, 0.6 denoise.

    I may change the base model, current one have difficulty in generate a full body picture. (I suspect they only train the face...)

    v2.1 using the larger base version, pls notice.

    Plan:

    • Testing Optimizing Parameters (Currently train unet only)

    • Change base model

    • How to remove water mark at preprocess? (May need help)

    • DPO + LoRA (Large amount of code, it takes time)

    GPU resources is still needed.

    Description

    train unet only


    RealVisXL V4.0

    V4.0 Lightning (BakedVAE)

    is used

    FAQ

    Comments (5)

    jAC3KMdz3M5HMay 6, 2024· 2 reactions
    CivitAI

    trained using a lightning model? That always failed for me.

    and why? doesn't training against the base model and then using a lightning model have the same results?

    wumoe
    Author
    May 6, 2024

    Lightning means less step. Checkpoint size is same as xl base one. I train from lightning checkpoint using sdxl script.

    wumoe
    Author
    May 9, 2024

    https://arxiv.org/html/2402.13929v1

    SD lightning is a Diffusion Distillation. A different checkpoint.

    jAC3KMdz3M5HMay 9, 2024

    @wumoe I know, but whenever I tried to train against a lightning checkpoint, I didn't get any training results. I always trained against the checkpoint without lightning, and then used the extracted LoRA with the lightning checkpoint (or the lightning LoRA)

    Why does this work for you?

    wumoe
    Author
    May 9, 2024

    @jAC3KMdz3M5H may check the parameters, i didn't do much special.

    LORA
    SDXL Lightning

    Details

    Downloads
    76
    Platform
    CivitAI
    Platform Status
    Available
    Created
    5/6/2024
    Updated
    5/14/2026
    Deleted
    -

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