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    Wan LOW VRAM + auto prompt + Lora + Sage attention + Upscaler - v1.0
    NSFW

    A lot of people ask me for my workflow, so here it is!

    this workflow is for LOW VRAM

    I advise you to use a lower fusionX GGUF model (Q4 or Q3) for a Vram of less than 10GB.

    in "POSITIVE Selector" put 1 for Florence (auto prompt) + positive and 2 for positive only

    To increase movement and avoid slow motion I recommend increasing the CGF to 3 or 4 but this reduces quality so increase the number of steps to 20.

    Description

    Wan GGUF + autoprompt + lora + upscaler

    FAQ

    Comments (6)

    9087013Jul 18, 2025· 2 reactions
    CivitAI

    Thanks for the amazing workflow.
    I was having trouble animating because of my AMD RX 6750 xt, and after a lot of testing I managed to make it work. It's very simple, but since I've never used ComfyUI before, it took me a while to learn.

    RedditUser981Jul 20, 2025
    CivitAI

    fake not working on rtx 4050

    ainsania
    Author
    Jul 20, 2025

    VRAM issue maybe use FusionX GGUF Q3 and try lower resolution. I have a RTX3080 (10Go), my workflow is set to 832 maybe try 720 or less if not working)

    JuguitoPro11Aug 6, 2025
    CivitAI

    Ran out of memory when regular VAE decoding

    I have a 3060 and I'm using a GGFU model Q4

    It used the other VAE, but with the image upscaler my ram didn't survive

    ainsania
    Author
    Aug 6, 2025

    maybe try lower res in 'height" node like 720 or lower

    greedsmith353Aug 7, 2025· 1 reaction
    CivitAI

    i don,'t found this node:
    Note _O

    CR Text Input Switch

    Text _O

    Workflows
    Wan Video 14B i2v 480p

    Details

    Downloads
    2,447
    Platform
    CivitAI
    Platform Status
    Available
    Created
    7/16/2025
    Updated
    5/13/2026
    Deleted
    -

    Files

    wanLOWVRAMAutoPromptLora_v10.zip

    Mirrors