CivArchive
    Wan 2.2 i2v Lightning SVI Workflow (16gb Vram) - v1.4
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    This is a workflow ive thrown together to work with my 16gb vram gpu, with 32gb of ram you can likely only manage to get away with generating a 10 second video, maybe 15 second, if you want to generate a 20 second video you will likely need at least 48gb of ram.

    this workflow is designed to be used with gguf models with the lightning lora built in though you should be able to use the regular wan2.2 gguf and just load the lightning loras separately just fine.

    this version has a seperate prompt for each 5 second section as ive found it is more reliable that way, but i will release a version that only has a single prompt for all but generally that only works for 10 second clips, any longer and it starts to hallucinate a bit.

    there is one node you will have to download manually as it is not part of comfy manager's library.

    https://github.com/princepainter/ComfyUI-PainterLongVideo

    to run with 16gb of vram i would recommend q4km models, anything lower and quality degrades significantly and the fp8 version of umt5xxl

    if there are any issues with the workflow let me know and i will see what i can do to fix it promptly.

    Description

    a few tweaks here and there, hopefully decrease generation time slightly.

    FAQ

    Comments (2)

    IshigamiSenkuMar 14, 2026
    CivitAI

    The 10s node is not working can you help please

    skladigrafika971Apr 4, 2026
    CivitAI

    working flawlessly on 4080 (16vram) + 32g ram. 20 sec clips generates in ~430 seconds. Thank you. <3

    If you could provide exact links to files that would be awesome. Cheers

    Workflows
    Wan Video 2.2 I2V-A14B

    Details

    Downloads
    398
    Platform
    CivitAI
    Platform Status
    Available
    Created
    3/7/2026
    Updated
    5/27/2026
    Deleted
    -

    Files

    wan22I2vLightningSVI_v14.zip

    Mirrors

    HuggingFace (1 mirrors)
    CivitAI (1 mirrors)