CivArchive
    extraMODE (Pixart Sigma) - v1.0
    NSFW
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    Comfy Workflow https://civarchive.com/models/478793

    Adds something extra to the pixart sigma base model, better portraits, better lighting, all round more coherency, should do somewhat better hands (still needs more training on that)

    My recommendation is DPM++ SDE Karras and 20-50 steps. CFG 3.

    Set the sigmas for Karras to sigma max: 157.4 and sigma min to: 0.01

    V2 Caveats:

    • It may has lost a bit when it comes to illustrated/non-realistic content. This is expected.

    V1 Caveats:

    • Hands and feet are still meh.

    • Don't try celebrities, it doesn't do them well.

    Description

    FAQ

    Comments (23)

    aiaicaptainMay 26, 2024
    CivitAI

    will it work in comfyui ?

    EricRollei21May 26, 2024· 1 reaction

    Why not, there are pixart sigma workflows for comfy

    give it a try. You may need to use a custom sampler to set the sigmas like suggested. Busy for next couple days but will try it out.

    3177419May 26, 2024

    Yes, I use ComfyUI Extra Models.

    176478May 26, 2024· 1 reaction
    CivitAI

    I hope you will attach a workflow to make it easier for users to benefit from the model. Thank you for this effort

    3177419May 26, 2024

    I'll post one tomorrow.

    176478May 26, 2024

    thanks bro

    3177419May 27, 2024· 2 reactions

    @HASZD25 Image posted by anyMODE (civitai.com) this image has the workflow attached, hit download and drag it into ComfyUI

    176478May 27, 2024

    @anyMODE  Thanks Man Done and very amazing

    poluramusMay 27, 2024· 1 reaction
    CivitAI

    Kudos on the impressive sharpness enhancement! Colors also seem more saturated and vibrant, making them pop even more.

    I do notice, however, that the model's unique artistic flair, which previously included styles like paintings, ink art, art movements, aerosol, etc..., has been somewhat compromised in favor of a more realistic approach. I hope you'll consider preserving and even building upon these distinctive artistic elements, as they were a key differentiator and strength of this model. This will help maintain its individuality and prevent it from becoming too similar to other AI models available. If you can achieve this balance, that would be terrific :-)

    3177419May 27, 2024

    I fear that may not be possible due to the smaller size of the model itself. I will look at maybe training another more artistic leaning model.

    Can you provide any specific prompts so I can compare base and any new ones?

    poluramusMay 27, 2024· 1 reaction

    @anyMODE Gotcha, that's sad do hear. If you can do both, that would work just fine.

    The artistic style appears to be mainly washed out in the area you fine-tuned, which is logical given its sharper focus, resulting in the loss of pen or brush strokes. This is slightly noticeable, and it's likely that the image will become increasingly washed out with each subsequent version.

    Here is a comfyui workflow with a couple of styles:

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    3177419May 28, 2024

    @poluramus Thanks for that, that's an interesting comparator tool, I can see what you mean, I think a lot of it is down to the captioning being very general on the dataset I used, I've got a much more specific and detailed set of captions on a model I'm trying right now and it seems to be much much better at keeping the old styles, I need to do a bit more work on the captioning, then I'll release that.

    poluramusMay 29, 2024

    @anyMODE It was hard to explain with words, so I figured it would be easier with exemples :-P .

    I understand, I guess you have to vary the captionning and to make sure to keep the original style while maintaining the sharpness when needed, and "Et voila!". I've been using pixart a lot and I love it, so I'm glad to help.

    _degenerativeai_Jun 17, 2024· 1 reaction

    @poluramus That's too bad about the limitations of PixArt. I was hoping more fine tunes would be coming its way since the SD3 debacle. I really like Sigma. I've been using it almost exclusively with an SDXL refine pass for a while now.

    3177419Jun 17, 2024· 1 reaction

    @_degenerativeai_ There's quite a few people tuning Sigma right now on various discords I'm on, so we might get a flurry of new checkpoints soon. Someone's even managed to add parameters to make a 900M version

    _degenerativeai_Jun 17, 2024

    @anyMODE Oh nice! I'm really hoping it starts getting more traction.

    condzero1950Jun 1, 2024
    CivitAI

    will you post a model card on huggingface.co for this? Thanks.

    3177419Jun 1, 2024

    I'll look into it

    condzero1950Jun 5, 2024

    @anyMODE @anyMODE A model card broken down as usual with the various folders: scheduler; text_encoder; tokenizer, transformer, etc. just the way the orig author used

    3177419Jun 5, 2024

    @condzero1950 no I'm not going to do that

    gsgsdgJun 6, 2024

    @condzero1950 OP has set a very permissive licence on this model, you can set the model card yourself

    TempJun 6, 2024· 3 reactions
    CivitAI

    This is a great stuff!
    You're our only hope for PixArt fines, ObiMODE!

    Checkpoint
    PixArt E

    Details

    Downloads
    189
    Platform
    CivitAI
    Platform Status
    Available
    Created
    5/26/2024
    Updated
    5/21/2026
    Deleted
    -

    Files

    extramodePixartSigma_v10.safetensors

    Mirrors

    HuggingFace (1 mirrors)

    Available On (1 platform)

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