CivArchive
    Wan 2.1 video to video 1.3b Control - v1
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    Preview 69719490

    V1.1 - Sorry for the quick release wanted to get this out before i was done for the day.

    • added batching (works but its not perfect)

    • added hand masks (sam 1 mask) Option to add lineart hands to control

    • added model upscale and frame interpolation.

    • added a few more notes.

    • added many missing switches

    V1

    Removed pony.

    Start frame and control video. If you make a start frame it works well, if you dont you can still get good results

    All examples dont use a custom start frame and just a cropped image ref.

    Beta

    - warning this works on 12gb. i dont know if it can do less. Pony takes A lot in itself. This has very few notes, and while its all grouped properly its a complex flow that has many moving parts. I am working on finishing this but wanted to see if there was any real interest before i did much more.

    • I used the 1.3b control model.

    - multi step wan video to video with image ref.

    -Depth and openpose controls

    -full masking support with florence and sam 2

    -full pony/xl groups for first frame image generations

    -Teacache

    -as low as 8 steps video renders

    -2 upscale options

    -bg replace

    -lots of other things

    https://huggingface.co/alibaba-pai/Wan2.1-Fun-1.3B-Control/tree/main

    https://huggingface.co/alibaba-pai/Wan2.1-Fun-14B-Control/tree/main

    https://github.com/kijai/ComfyUI-WanVideoWrapper/

    Description

    FAQ

    Comments (1)

    Exallure_AIApr 13, 2025
    CivitAI

    how i can use loras? or i can't? all time get error

    ERROR lora diffusion_model.blocks.0.cross_attn.k.weight shape '[1536, 1536]' is invalid for input of size 26214400

    Workflows
    Wan Video

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    Details

    Downloads
    74
    Platform
    CivitAI
    Platform Status
    Deleted
    Created
    4/13/2025
    Updated
    5/7/2026
    Deleted
    7/4/2025

    Files

    wan21VideoToVideo13b_v1.zip

    Mirrors

    CivitAI (1 mirrors)