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    Wan Video Image To Video workflow + upscaler + interpolation + Florence2 - v2.0 dev
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    Initial comfy setup

    For v1.0

    1) Weights to generate

    2) Github the main node

    For v2.0

    1) I2V Quant Model -> models/diffusion_models

    2) CLIP VISION -> models/clip_vision

    3) VAE -> models/vae

    Prompt can write Florence2 LLM (workflow has toggle between Florence2 and manual user prompt).

    Tested on 4080 16GB


    v2.0 dev in development. If you have problems with AnyPython node, you should switch the channel recent or/and lower security_level (normal- OR weak) in the ComfyUI/Custom_nodes/ComfyUI-Manager/config.json

    Description

    v2.0 dev in development. If you have problems with AnyPython node, you should switch the channel recent or/and lower security_level (normal- OR weak) in the ComfyUI/Custom_nodes/ComfyUI-Manager/config.json

    FAQ

    Comments (9)

    KorialstraszFeb 28, 2025
    CivitAI

    Great, as always :) In this one I can't seem to find a couple of things:
    1) a way to set the size
    2) a way to load the whole non gguf model. can you help?
    Thanks again!

    rmmnty
    Author
    Feb 28, 2025· 1 reaction

    Hi!
    1) Both versions set the size based on the size of the original image
    2) ComfyUI/models/diffusion_models (gguf / non gguf)

    gabrielsimao1234567890359Feb 28, 2025
    CivitAI

    I get missing node type "WanImageToVideo". How can I fix that?

    rmmnty
    Author
    Mar 1, 2025· 1 reaction

    Hi, try to update comfyui and nodes.
    In v2.0 used official Comfy implementation for Wan video (ComfyUI v0.3.18),
    In v1.0 used kijai repo

    gabrielsimao1234567890359Mar 6, 2025· 1 reaction

    @rmmnty I updated everything, then a lot of things broke. Then I removed everything and started from scratch and now everything seems to work again!

    jieun2lee534Mar 7, 2025
    CivitAI

    AnyPython node problem persists even after switching channel recent and lowering security level to weak. Plz help!

    rmmnty
    Author
    Mar 7, 2025

    Hi, v2.0 is experimental, this version uses AnyPython only for automatic sizing and aspect ratio detection. Try version 1 or other similar workflows

    SirMeonMar 7, 2025

    Replace it with the getImageSize node from the comfyui essentials pack.

    SirMeonMar 7, 2025· 1 reaction
    CivitAI

    The AnyPython node makes things overly complicated, in addition to layering nodes over each other. You extract the size of the image as strings and convert them back to integers. Why not use a getImageSize node in the first place?
    I am working on it but hope to give feedback about the overall functionality of the Workflow.

    Workflows
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    Details

    Downloads
    1,607
    Platform
    CivitAI
    Platform Status
    Available
    Created
    2/28/2025
    Updated
    5/15/2026
    Deleted
    -

    Files

    wanVideoImageToVideoWorkflow_v20Dev.zip