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    Sam_MOSS - Turbo v2.0
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    An attempt at creating a "turbo" version; it works with 8 or more steps.

    The int8 version was taken as the basis, there will be no bf16 version!

    Description

    Fixed, improved. Strangely, CivitAI stripped all the metadata when the images were uploaded... In any case, all the images were generated using the er_sde sampler and the simple scheduler, with 8 steps.

    FAQ

    Comments (12)

    Seii1Oct 19, 2026
    CivitAI

    is tihs uncensored?

    toya_san
    Author
    Oct 19, 2026

    yes

    toya_san
    Author
    Oct 19, 2026

    uncensored

    prozombieOct 19, 2026
    CivitAI

    bit more information would be nice. like, what exactly is the purpose of the model? is this just a merge with a turbo LoRA?

    toya_san
    Author
    Oct 19, 2026

    Yeah, a one-button version—for those who can’t be bothered with anything more complicated. And for me, too, so it doesn’t get lost! ))

    achlucious1Oct 20, 2026· 1 reaction
    CivitAI

    Been a fan since Sam Universal, V2 just made me a bigger fan.

    Mas00tOct 20, 2026· 1 reaction
    CivitAI

    V2 is actually usable unlike V1. I think I still prefer MOSS-Image-SFT with lodestone's DMD LoRA for it's improved image fidelity. Even then I run it at 12 steps with a second order sampler and tweaked sigmas; also a model shift of 5 to help steer it away from anime gens. Your V2 also runs well with those settings and I did notice it doesn't need SkipLayerGuidanceDiT anymore, as if it was DMD -- I'm not sure which Turbo LoRA you merged since you're still claiming only 4 steps. As you mentioned though, It is just a convenience model since there's nothing else to merge in yet. Your Krea2 models are best in class so I'm looking forward to what you end up doing here. MOSS is only 5B so it's quite possible to finetune on consumer hardware. Thanks for all the great work you do!

    ferrrett33Oct 23, 2026

    What do you mean a model shift of 5? How do you do that and isn't the default already 5? I tried the ModelSamplingAuraFlow node in Comfy but it had absolutely no effect, and a chatbot told me it's probably because I'm using int8-convrot.

    Mas00tOct 24, 2026

    @ferrrett33 Yes that's the correct node, and yes it's subtle, especially at lower precision. I don't know if 5 is the default but it's more noticable on models that are targeting it, like Kromoss. Shift is just about nudging the model away from it's comfort zone, which for most models can result in more detail (up to a point until it breaks). Photography isn't the comfort zone for Moss (we're getting innie pussy that's just a painted-on line right out of the box -- that's not from realistic training data), so I'm finding that over many gens the model shift is lessening the occurance of it's cartoon/semi-real nature. Instead of getting 2-3 cartoon outputs every 10, now I get 1. I'm no ai researcher so maybe it's just confirmation bias because I generate so many images but like you said, it's not hurting anything (unless you don't use shift with a model that wants a very specific amount, like MinimaxH3). Feel free to report back if you find a better value :) Like for Anima, I'm using 1.91 which is essentially just a random value, but it's enough to encourage that model into more variety instead of getting the exact same composition from the same prompt over multiple gens.

    ferrrett33Oct 25, 2026

    @Mas00t Thanks, yes cartoons are a problem in Moss, I got rid of them by prepending something like "A 35mm amateur photograph from the 1990's, sharp focus, high depth of field." followed by the actual prompt. I've been testing a lot of these prepends and each one seems a bit different depending on your word usage, but for Moss you definitely need a prepend like that for some models otherwise they will go half anime or do a bunch of images in cartoons.

    ferrrett33Oct 23, 2026
    CivitAI

    So how many steps do we use for v2? It says Turbo in the name.

    tensorcitoOct 28, 2026
    CivitAI

    Bf16 pls sir.

    Checkpoint
    MOSS Image

    Details

    Downloads
    679
    Platform
    CivitAI
    Platform Status
    Available
    Created
    10/19/2026
    Updated
    11/1/2026
    Deleted
    -

    Files

    samMOSS_turboV20.json

    Mirrors

    CivitAI (1 mirrors)

    samMOSS_turboV20.safetensors

    Mirrors

    CivitAI (1 mirrors)