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    Codename "KW" is an artificial character that was created in research lab. The dataset was heavily edited in multiple software and not intended to imitate any person in real.

    Lora was created for research and evaluation purposes.

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    Beta110 was trained without Text Encoder quantization, and optimizer EPS changed to 1e-8

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    Both Beta63 and Beta71 increase the precision to fp32, but Beta63 is dedicated for NSFW

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    Beta30 increases the dimensions to 256.

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    Beta29 is the rework on 128 dimensions due to overtrain found, according to the latest test list.

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    Beta26 increases the dimensions to 128.

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    Beta22 increases the dimensions to 64.

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    Beta15 increases the dimensions to 32, in order to hold more details.

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    Beta2 was found over trained after many pictures were drawn. Therefore the Beta17 is released with the steps reduced.

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    kwFemale FLUX Beta2 is the prototype version of LoRA for the flux.1-dev model

    kwFemale series are created in lab for research purposes. The objectives are looking for optimal dataset and training setting in order to produce the best result.

    After the introducing of new model FLUX, the research of lora is also expanded to this model. Please feel free to visit other loras for more details and create pictures.

    Description

    The AI-Toolkit settings are as follows:

    Optimizer: AdamW8bit

    Mix Precision: bf16

    Save Precision: float16

    Learning rate: 1e-4

    Unet LR: 1e-4

    Linear: 256

    Linear_alpha: 256

    Resolution: [ 1536 ]

    Batch Size: 1

    FAQ

    Comments (2)

    PolygonOct 2, 2024· 1 reaction
    CivitAI

    So what is it? Does it add variety to generations? What's the goal?

    kwResearch
    Author
    Oct 2, 2024

    To finetune the Lora, observe the result in each dimension and learning rate. It will take several months to complete. So far the face is less plastic look with dimension increased

    LORA
    Flux.1 D

    Details

    Downloads
    57
    Platform
    CivitAI
    Platform Status
    Available
    Created
    10/2/2024
    Updated
    5/1/2026
    Deleted
    -
    Trigger Words:
    kwf

    Files

    kwFemaleBeta30_FLUX_v1.safetensors

    Mirrors

    Available On (1 platform)

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