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    Flux Workflow - Kontext Inpaint+Outpaint (GGUF Include for low VRAM) - v2.0
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    Although this is not a real inpaint, But the results are no different.

    Download and test this workflow. You can do inpaint by marking image or prompt for edit by default Kontext behavior.

    Now, in version 2

    I have added an outpaint feature. It may not always work if there are too many obvious black areas in the rest of the image. However, it works well and I encourage you to give this workflow a try.

    Description

    FAQ

    Comments (8)

    nghiavu2011463Jul 4, 2025· 1 reaction
    CivitAI

    thanks for share, but can not work on low vram computer. could you make this for low vram ?
    Big Thanks

    TtitanAI
    Author
    Jul 4, 2025

    Sure i will update for you. However you can easily fix this yourself by changing the model from Kontext fp8_scaled to Kontext GGUF. Look at node Load Dffision. Remove this node and replace it with Node Unet Loader to load the GGUF model.

    Download model from below this link, depens that you think is suitable for your VRAM

    https://huggingface.co/QuantStack/FLUX.1-Kontext-dev-GGUF/tree/main

    trashkollector175Aug 9, 2025· 1 reaction
    CivitAI

    this works amazingly well,

    espinozaaAug 9, 2025· 1 reaction
    CivitAI

    unfortunately couldn't make the outpaint work, the transition is mostly too hard and obvious, feathering doesn't help with too obvious transition.

    TtitanAI
    Author
    Aug 10, 2025· 1 reaction

    Outpainting may not be perfect, but from this example image of workflow I was able to do it and it wasn't too bad. There are many factors that can cause different results for each person, such as Prompt, Noise-Seed, Step, or Latent Image size.

    espinozaaAug 12, 2025

    tinnapop_ton I tried few different prompts with the same image as input after padding the image
    outpaint the missing parts, outpaint gray regions on image and some similar prompts

    it's acceptable for non-humanoid photos but cannot stitch ppl seamlessly.

    thnx for the reply

    mahmoudelshenavy958Aug 19, 2025
    CivitAI

    it was working perfectly until yesterday comfyui update ... it became very very slow .. and sometimes my laptop crash .. it was working perfectly well for 1 week ago ... no idea what happened...

    TtitanAI
    Author
    Aug 20, 2025

    There are three reasons I can think of right now:

    1. Latent size: If it's too large, Flux Context will be slow.

    2. Number of steps.

    3. Check if your model is Flux Context FP8.

    Workflows
    Flux.1 Kontext

    Details

    Downloads
    1,646
    Platform
    CivitAI
    Platform Status
    Available
    Created
    7/3/2025
    Updated
    5/12/2026
    Deleted
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