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    CosXL HK 0.97 - EDIT (Pix2pix) - v0.97b LCM
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    The new SDXL instruct Pix2pix model has arrived

    Description

    Better Clip with DPO

    FAQ

    Comments (10)

    ytjt404416May 2, 2024
    CivitAI

    I cant seem to figure out how to use this, I just keep getting errors. is this tied in with automatic1111 only? im using easy diffusion

    Ciro_Negrogni
    Author
    May 2, 2024· 1 reaction

    on automatic1111 it doesn't work. you need to have support for CosXL and you need to have an ip2p workflow, I use comfyui. you can use my workflow by copying one of the png images that contains the workflow itself

    MrNoirMay 8, 2024

    @Ciro_Negrogni @Ciro_Negrogni have you tried merging with hyper to make it 1 step?

    Ciro_Negrogni
    Author
    May 8, 2024

    @MrNoir not yet, but I'll try

    EpiduralJun 3, 2024
    CivitAI

    In A1111, this model causes problems, At least on Windows with NVIDIA. I spent several hours working with PerplexityAI to troubleshoot the following error:
    ```
    RuntimeError: Error(s) in loading state_dict for DiffusionEngine: size mismatch for model.diffusion_model.input_blocks.0.0.weight: copying a param with shape torch.Size([320, 8, 3, 3]) from checkpoint, the shape in current model is torch.Size([320, 4, 3, 3]).
    ```
    In the end I had to stash my changes and revert. Clever bit of coding that AI came up with, I was convinced it was going to work, but changing the system architecture to [320,8,3,3] caused memory issues.

    RMAxAug 2, 2025· 1 reaction

    This is a pix2pix model. It is not designed for normal image generation. It changes the image.

    iamarandomstudent839Oct 16, 2024
    CivitAI

    yeah, how are you guys running this? will it work with 16gb nvidia on stable diffusion? I load it as the main model at the top and then instruct it in the positive box, right? i get errors. it won't work. :(

    Ciro_Negrogni
    Author
    Oct 16, 2024

    it's a pix2pix model. on automatic1111 it should work using this extension https://github.com/Klace/stable-diffusion-webui-instruct-pix2pix . i suggest you to try ComfyUI too

    @Ciro_Negrogni i installed that extension, but i can't get it to even change the sky cloudy. you use img to img, but i don't know what all the settings should be to get it to work correctly. with the old sd instruct, you could just say "turn the sky cloudy" and it would do it. now that photoshop has stolen the tech, it's impossible for me to figure out how to get it to work..

    Ciro_Negrogni
    Author
    Jan 15, 2026

    @iamarandomstudent839 I'm very sorry to hear this. It's actually very fast compared to today's edit models. Don't you have a way to use comfyui?

    Checkpoint
    SDXL 1.0

    Details

    Downloads
    311
    Platform
    CivitAI
    Platform Status
    Available
    Created
    4/28/2024
    Updated
    5/13/2026
    Deleted
    -

    Available On (1 platform)

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