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    🍪CookieCutter is a model for assisting in creating game assets, illustration, presentations, and infographics.
    use a white background prompt for the character image without a background
    use indoor, outdoor and other prompts for places/scenes/background to control the background of image.

    🍪CookieCutter is officially hosted for online generation on:
    - TensorArt (v4.5)
    - TensorArt (v3.5)

    Recommended parameters:

    Recommend:

    (masterpiece), best quality, high resolution, highly detailed, detailed background, perfect lighting,

    Negatives:

    verybadimagenegative_v1.3, (worst quality, low quality:1.4),

    CFG Scale: 7
    Clip skip: 2

    Sampler: DPM++ SDE ,DPM++ SDE Karras, DPM++ 2M SDE Karras

    Sampling steps: 20+

    Resolution:
    512x768
    768x1152 or above

    VAE: Baked (vae-ft-mse-840000-ema-pruned)

    VAE: Baked v3.5+ (CalicoVAE)

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    If you like this model, you can support me on Ko-fi

    If there's anything you need, please don't hesitate to let me know.

    I would be delighted to see the images you generate.

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    Here are my other models:

    CalicoMix a general-purpose model.

    CalicoMixReal a realistic version of CalicoMix.

    CalicoMix DC a simplified variant with a cuter appeal.

    CottonCandy Pastel a colorful pastel model.

    FluffyMarshmallow focus on cute/kawaii characters.

    CandyApple a cute anime-like 2.5D style characters.

    CaramelApple a doll-like 2.5D style characters.

    SynthPudding a model focuses on sci-fi theme.

    StrawberryShortcake is a model focus on adorable Dollfie vibe characters.

    Description

    Generate cleaner images

    FAQ

    Comments (9)

    kellykellyNov 10, 2023· 1 reaction
    CivitAI

    Love Cookie, a real sweetie.

    Kybalico
    Author
    Nov 10, 2023

    I'm so glad you like Cookie! 😊

    jnesbitt549666Feb 1, 2024
    CivitAI

    You need to further tune this model. Over a thousand generations, with increasingly longer versions of "no background", and I still get crap in the background. This includes with your recommended "white background" setting.

    1691345Feb 1, 2024

    Over a thousand generations, and you still can't get a white background?

    Damn, I feel sorry for your prompting skills.

    Here's some white background pics I generated, first try, first batch, 0 adjustments to the prompt needed: https://civitai.com/posts/1330335

    Have you considered tuning your attitude before you blame model creators for your skill issues?

    jnesbitt549666Feb 1, 2024

    @technobyte Oh, I can get a white background. But I often get superfluous stuff as well. Also, I have run from simply "white background" to much more extensive variations on "nothing at all in the background."

    So, no, I don't think it's my prompting skills.

    I'll admit that I was very frustrated when I posted this, however.

    1691345Feb 1, 2024

    @jnesbitt549666 I understand what you're trying to achieve, but that isn't a good method.

    CookieCutter, like most other anime models, has been designed to use danbooru tags as prompts.

    Here's a list of them for backgrounds: https://danbooru.donmai.us/wiki_pages/tag_group%3Abackgrounds
    As you can see, both "simple background" and "white background" are valid tags, but extending your prompts to things like "nothing at all in the background" will just make them less effective, as the model won't recognize them.

    Instead, try increasing the prompt weight, such as "(simple background, white background:1.2)", increase the weight (1.2) as needed, the higher it is, the more effect it will have. But keep in mind weights too high cause generation errors.
    You can also pay attention to the things it's generating that you want to avoid, and put them in the negative prompt, you should also stick to danbooru tags for that, and increase the weights as needed.

    Kybalico
    Author
    Feb 2, 2024

    @jnesbitt549666 This model performs well when prompted in the Danbooru style, and with "white background" prompt.

    However, if you could provide specific examples of prompts and images that showcase these issues. Then I can help you with the problem.

    Kybalico
    Author
    Feb 2, 2024

    @jnesbitt549666 I guess I know the problem, if you use Civitai generation, please check the model name to see is it really CookieCutter. I set this model to 'Use on other generation service'. this option seem enabled generation on Civitai before. but now it's not.

    If it this issue, I'll blame Civitai for changed it.

    jnesbitt549666Feb 8, 2024

    @technobyte @Kybalico Thanks for the suggestions, and I've seen some improvement. Guess I'm still to used to gpt-style prompting...

    Checkpoint
    SD 1.5

    Details

    Downloads
    3,879
    Platform
    CivitAI
    Platform Status
    Available
    Created
    11/9/2023
    Updated
    5/21/2026
    Deleted
    -

    Available On (1 platform)

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