CivArchive
    Wan 2.2 Image to Video GGUF 14B Lightning - v1.0
    Preview 95179419
    Preview 95179426

    Howto

    Drag an initial image into the image node, adjust the prompt, and press queue. The rest should fit.

    Description

    A Wan 2.2 GGUF Image to Video workflow with the new Lightning Lora to speed up the generation time

    Note that upscaling still better happens in an extra step. You can find example upscaling workflows in my article about video upscaling in comfyui: https://www.tomgoodnoise.de/index.php/video-upscaling-in-comfyui/

    This workflow comes in two versions. One with all nodes expanded. This one is a good start to download and install all the models and loras. And one that uses the new subgraph feature to make the workflow super compact by hiding away everything not needed.

    Time

    The example video in 1024 x 576 pixels  with the 14b GGUF models and the Lightning Lora took 8 minutes. 

    Requirements

    This workflow was generated with 16 gb vram. Minimum requirement is 12 gb vram. And you should not have fewer than 32 gb system ram.

    Description

    FAQ

    Comments (3)

    TeosKuzenAug 19, 2025
    CivitAI

    Who knows how Lighting differs from lightx?

    Arunderan
    Author
    Aug 26, 2025· 1 reaction

    Not me, sorry ^^

    hdeanSep 30, 2025· 1 reaction

    I don't know much about lightning. The lightX makes your images move faster - so they aren't slow motion. Currently, I am using the 2.1 version for the high and the 2.2 version in the low, and it gives amazingly good results. The high with the 2.1 light x is set to 2.5 and the low with 2.2 is set at 1.5 - I just tried it a couple generations and it is phenomenal.

    Workflows
    Wan Video 14B i2v 480p

    Details

    Downloads
    421
    Platform
    CivitAI
    Platform Status
    Available
    Created
    8/19/2025
    Updated
    6/30/2026
    Deleted
    -

    Files

    wan22ImageToVideoGGUF_v10.zip

    Mirrors