CivArchive
    🧶Wooly Style - Flux - With a training diary! - Florence2
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    These models makes everything look like it's made out of wool and having been hand-knitted.

    I have trained 4 versions of this model to learn more about Flux training. All models are trained with the same training settings (read more about it in my training article), using the same images, but with different captions.

    Training Diary Article part 1 (lots of images)

    Training Diary Article part 2 (even more images)

    ⚡⚡⚡ Please support further training and information sharing by downloading this model during early access. ⚡⚡⚡

    Usage

    Based on which model you use, you will either have to use a trigger word, or not.

    Example prompt: wizard casting a spell

    W00lyW0rldFlux-SingleWord.safetensors: Trigger word is "W00lyW0rld"

    W00lyW0rld a wizard casting a spell <lora:W00lyW0rldFlux-SingleWord:1.0>

    W00lyW0rldFlux-WD14.safetensors: Trigger word is "W00lyW0rld"

    W00lyW0rld a wizard casting a spell <lora:W00lyW0rldFlux-WD14:1.0>

    All other models do not require a trigger word, but you still need to "unlock" the knowledge of the model by describing the effect in natural language. For this, I recommend that you use "Made out of wool".

    W00lyW0rldFlux-NoCaption.safetensors: No trigger word, but use natural language like:

    Made out of wool, a wizard casting a spell <lora:W00lyW0rldFlux-NoCaption:1.0>

    I've found that most settings work well with this model. No special samplers or CFG-scale.

    Read the training diary to learn more about this Flux training test. (link coming after I've posted)

    Note:

    I may be using the following extensions in the reference images: FreeU or ADetailer / Face Editor. I may also be using a specific Hires Checkpoint (swaps to another model when doing the hires steps). If your results don't match mine exactly, this may explain why.

    Tips and tricks

    Below are some tips and tricks for how to get even more out of the model.

    You can always add some extra keywords to enhance the style.

    made out of wool
    knitted

    Link to Training Data

    Like it?

    https://ko-fi.com/mnemic

    https://www.buymeacoffee.com/mnemic

    Description

    Please read more about the training diary over here: https://civitai.com/articles/7146

    ⚡⚡⚡ Please support the training of this model by unlocking it with some buzz. Any buzz donated will go towards future experimentation and knowledge sharing ❤️ ⚡⚡⚡

    FAQ

    Comments (4)

    TopazStudioSep 4, 2024· 1 reaction
    CivitAI

    what are the newer four versions? (paglemma, moondream, etc.) I can't find any mention of it in the diary or description.

    mnemic
    Author
    Sep 4, 2024· 1 reaction

    Sorry about that. I wanted to have the models uploaded before I published the article. It took a few hours to write down :)

    I hope you like it.

    https://civitai.com/articles/7146

    jay96stein611Oct 1, 2024· 1 reaction
    CivitAI

    Thanks for the Training guide/Journal! Sent you some buzz. Keep it up!

    mnemic
    Author
    Oct 2, 2024

    Thank you very much <3

    There are more in my articles section if you liked it. Like a single-image-LoRA training guide.

    LORA
    Flux.1 D

    Details

    Downloads
    101
    Platform
    CivitAI
    Platform Status
    Available
    Created
    9/3/2024
    Updated
    5/12/2026
    Deleted
    -

    Files

    W00lyW0rldFlorence2.zip

    Mirrors

    CivitAI (1 mirrors)

    W00lyW0rldFlux-Florence2.safetensors

    Mirrors

    Available On (1 platform)

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