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    I've seen horrible things.

    But hopefully you don't have to. These embeddings mainly focus on composition, color schemes and anatomy. They are not perfect and should most likely be used along other negative prompt words, but they should do the bulk of the work.

    If your model already does good compositions and anatomy, these embeddings might not help. The ones with fewer vectors might be better in this case.

    Do note that the way embeddings work with prompt weighting seems somewhat broken, specially on high number of vectors. You can still fine tune, just avoid low multipliers for high vector embeddings, at least on Automatic1111.

    These embeddings were also not trained, they were created based on the encoded vectors themselves.

    Whatever you do, don't run this as a positive embedding. I'm not responsible for your loss of sanity.

    Make sure you check out bad prompt as well.

    Description

    Trained on about 100 images of terrible color combinations, composition and lighting. Turned out to be quite efficient even with 4 vectors.

    It also appears to not like a few things, like rain. In those cases you might need increase their strength.

    You still need to use negative prompts like blurry, ugly, motion blur and so on.

    FAQ

    Comments (29)

    34985Jan 14, 202335 reactions
    CivitAI

    Thanks! I'm not sure what is negative prompt, so I'll just put it in to the prompt...

    ...

    AAAAAAAAAAAAAAAAAAA

    (joke)

    aimerJan 21, 2023

    show us what you got 馃槀

    guak2kJun 22, 2023

    @aimer聽I tried this and got a bunch of horrible shades of green and purple with bad anatomy. It was like a visual representation of a migraine. Using it as a positive prompt certainly shows its merit as a negative prompt.

    Daedalus_7Feb 14, 202326 reactions
    CivitAI

    After a lot of trial, my preferred options are versions 24 @0.7 (the best one) and 32 @0.7 strength.

    The 48 and 64 ones tend to change the image style, and the 4 @ 1, and 16 might need extra strength (and can also be very good).

    Anyways, thanks a lot for all of these options!

    piratekitty
    Author
    Feb 14, 202318 reactions

    You're welcome! I mainly did them cause I was tired of hunting for words to use on the negative prompt.

    You can also try the following format on Automatic1111:

    [:embedding:0.5] <- This will make the embedding start later in the rendering process, so you can keep it from altering the original composition. 0.5 for example will mean it will start at 50% of the rendering process. I've found that anything between 0.3 and 0.5 (30-50%) is enough to maintain composition.

    If you want it to the embedding to only take place at the start of the rending you can use:

    [embedding::0.1] <- This would make the embedding only work at the first 10% of steps, great for composition embedding to keep them from altering final details. For example, an outfit embedding that was trained on japanese women. If you use that format with anything between 0.1 to 0.3 it will often do the outfit and not alter the face.

    Daedalus_7Feb 14, 2023

    @piratekitty聽Thanks a lot for the tip! I think it will be extremely helpful! :)

    I guess the same would apply to LORAS by using [lora::0.x] or maybe [hypernetwork::0.x]?

    piratekitty
    Author
    Feb 15, 2023

    @Jaxx聽I don't know if it is capable of that. I've never tried.

    chzbroMar 17, 2023

    Super helpful information from both of you! Thanks!

    65473Aug 13, 2023

    @piratekitty聽no token necessary?

    piratekitty
    Author
    Aug 13, 2023

    @MorganFreeman聽What do you mean?

    1047301Apr 5, 202317 reactions
    CivitAI

    I actually busted out laughing when I read the name of this. This is a whole ass mood lmfao

    WideanonApr 12, 20231 reaction
    CivitAI

    Can you briefly explain what each vector number good for?

    piratekitty
    Author
    Apr 12, 20231 reaction

    The higher the number, more negative tokens they incorporate.

    Lately I only use the 4v trained one, because my current model doesn't need a negative prompt that complex.

    SnG17May 10, 2023
    CivitAI

    Would you consider making SFW negative, so we don't get random NSFW pic when generating people? I think would be fun and useful as well.

    piratekitty
    Author
    May 10, 2023

    Hm, they shouldn't create any positives to make that happen. And the last one that was trained, didn't even see people to begin with.

    Which one is doing that so I can look into it?

    SnG17May 10, 2023

    @piratekitty
    What I mean is to create new embedding for SFW purposes.
    but I just remembered we had this https://civitai.com/models/15287/7-dirty-words-negative-prompt
    and I didn't play with it that much. xd
    sorry.

    piratekitty
    Author
    May 10, 2023

    @SnG17聽Ahh, gotcha. Yeah, there are negatives for that already.

    pink0909Oct 2, 2025

    @SnG17聽my work around soloution is this: i just stopped making image while at work xD

    Kaze111Aug 12, 2023
    CivitAI

    I still don't understand how is that work but I will try it.

    TsinghanSep 12, 2023
    CivitAI

    In your example images, which is with the embeding? The right one or the left one?

    piratekitty
    Author
    Sep 13, 20231 reaction

    The name of the TI being used is written above each picture. If it's not being used, it's blank.

    2433923Sep 17, 2023
    CivitAI

    I'm a newbie here and maybe I should approach the help desk, but how can I add this embedding to my resources? It doesn't show up when enquiring via the search windows that, helpfully, pop up.

    ishadowxSep 22, 2023

    put the downloaded file into the Embeddings folder located at the root installation folder. If your SD is loaded at the time of doing transfer, click the little image icon below (or next to) GENERATE. There should be 4-5 icons there, only one of the looks like the typical 'image' icon. That will reveal the Textual Inversion area where this file should be at (if it's not, click refresh or reload the setting under Extensions)

    MalessarDec 12, 20235 reactions
    CivitAI

    uhh what does this do exactly

    piratekitty
    Author
    Dec 12, 2023

    They are negative embeddings that you add to your negative prompt. It's for SD1.5 models, you can try using them if your model has trouble making better looking images.

    MalessarDec 15, 2023

    @piratekitty聽indeed but, more vector versions are for better models? hows it work XD

    piratekitty
    Author
    Dec 15, 2023

    @Malessar聽No, they just use more negative tokens to hopefully cover more things that can make an image bad. I'd say just grab them all and test to see what is best for the model you're using.

    Mister_KaosJun 4, 20246 reactions
    CivitAI

    I've "accidentally" put this in the positive prompt pool a few times, and the results range from hilarious to downright terrifying!

    OverlonerNov 4, 2024
    CivitAI

    they look great wish there was a pony model

    TextualInversion
    SD 1.5

    Details

    Downloads
    38,660
    Platform
    CivitAI
    Platform Status
    Available
    Created
    1/14/2023
    Updated
    4/24/2026
    Deleted
    -

    Files

    Available On (1 platform)

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