CivArchive
    Wan 2.1 Image to Video Fast Workflow - 1.0.7
    NSFW
    Preview 68754553

    Simple Wan wrapper released

    Requires Comfyui version v0.3.27 or higher.

    https://github.com/Flow-two/flow2-wan-video


    (OPTIONAL) Triton & SageAttention Installation
    https://civarchive.com/articles/12851/easy-installation-triton-and-sageattention

    Installation

    option 1

    1. Download archive zip.

    2. flow2-wan-video.zip extract to ComfyUI\custom_nodes

    3. Go to ComfyUI_windows_portable/ folder and Run command to python_embeded\python.exe -m pip install -r "ComfyUI\custom_nodes\flow2-wan-video\requirements.txt"

    option 2

    1. Go to comfyUI custom_nodes folder, ComfyUI/custom_nodes/

    2. git clone https://github.com/Flow-two/flow2-wan-video.git

    3. Go to ComfyUI_windows_portable/ folder and Run command to python_embeded\python.exe -m pip install -r "ComfyUI\custom_nodes\flow2-wan-video\requirements.txt"

    Upscale Model

    https://huggingface.co/mixfox/Upscale-Models/blob/main/4x_foolhardy_Remacri_ExtraSmoother.pth

    to ComfyUI/models/upscale_models

    Wrapper Features

    • Various image settings (blur, saturate, noise, quality)

    • Various model patcher integrated into one

    • Support for frame interpolation

    • Support for upscaler

    • Support high quality sampling preview

    • Support teacache retention mode

    • Support model auto download


    Version 1.0


    Features

    • Easy and simple parameter setup

    • Supports various parameters to minimize artifacts

    • Supports Skip Layer Guidance (SLG) to minimize artifacts

    • Two-step sampling process for faster sampling speed and relatively less noise

    • Faster sampling speed with TeaCache support

    • Supports various samplers

    • Easy upscaling control

    • Supports various frame rates for frame interpolation

    • Supports lower VRAM usage with the introduction of gguf

    Nodes

    • ComfyUI-Custom-Scripts

    • ComfyUI_LayerStyle

    • rgthree-comfy

    • ComfyUI-KJNodes

    • ComfyUI-VideoHelperSuite

    • ComfyUI-Frame-Interpolation

    • ComfyUI-mxToolkit

    Description

    fixed resize node

    FAQ

    Comments (24)

    ogbtjyqat450Apr 8, 2025
    CivitAI

    Dragging workflow_example_i2v.json into ComfyUI window reports 6 missing nodes. No workflow appears.

    MetaGenApr 8, 2025
    CivitAI

    I git cloned manually, ran the requirements.txt script, updated all nodes, it doesn't detect missing nodes, but it is missing nodes.

    Here's startup log errors (I'm using Comfy Desktop):

    https://pastebin.com/24dUSi1Z

    citywalker1127821Apr 8, 2025
    CivitAI

    I’m running ComfyUI on Colab, but I keep failing to install it:
    0.0 seconds (IMPORT FAILED): /content/ComfyUI/custom_nodes/flow2-wan-video
    for the new workflow:wrapper:1.0

    remakersApr 8, 2025
    CivitAI

    WanVideoSampler_F2

    index 0 is out of bounds for dimension 0 with size 0

    QualityControlApr 8, 2025· 1 reaction
    CivitAI

    I like how clean this setup looks. When you say 'fast' what does that mean? Fast as in setup or does this bring performance improvements that the usual kijai nodes dont? I don't want to install it yet for fear of breaking my install

    shinjefoomApr 8, 2025
    CivitAI

    When I load a workflow, none of the nodes are visible.
    What could be the problem?

    Tricky101Apr 8, 2025
    CivitAI

    When i press go, terminal says “completed in .3 seconds” and nothing is outputed. Any clues anyone?

    RetyzApr 8, 2025· 2 reactions
    CivitAI

    It's nice to see the work of a professional. Probably the best workflows I've ever seen.

    xodebi4813Apr 8, 2025· 2 reactions
    CivitAI

    welcome back, it's best wan 2.1 workflow. Could you add florence2 nodes like your old workflow?

    176478Apr 8, 2025· 1 reaction
    CivitAI

    Man you Very Great

    6226069Apr 8, 2025· 1 reaction
    CivitAI

    I'm unable to find/download any of the flow2 nodes. Here's my error. Any idea why?

    Failed to find the following ComfyRegistry list. The cache may be outdated, or the nodes may have been removed from ComfyRegistry.

    flow2-wan-video

    zengrathApr 9, 2025· 1 reaction
    CivitAI

    Thank you. I tried this out with the easy install on a fresh comfyui to see how this goes. works great.i struggled with install for a while until i figured out i had to upgrade setuptools. but works. the example i2v workflow and default cat image and prompt after 1st run finishes only 1 minute and 15 or so seconds on my pc and 4090 which is pretty good for wan. wan was taking so long when wan first launched of 5-6 minutes (maybe higher resolution, not sure, but i never seen anything close to this speed trying various settings)

    zengrathApr 9, 2025
    CivitAI

    So I2v works with lora's but T2V is outputting a ton of errors:

    ERROR lora diffusion_model.blocks.9.ffn.0.weight shape '[8960, 1536]' is invalid for input of size 70778880

    Etc. all various blocks. I tried multiple loras

    darios_manaris245Apr 9, 2025
    CivitAI

    Great work as always!

    Really appreciate your workflows.

    Is the endframe option a placeholder or does it only work with a specific config (e.g. only with safetensors instead of gguf)? It doesn't seem to work if I add an image to the end image input. (with 1.0.3 and Wn Q6)

    pushpiblApr 9, 2025
    CivitAI

    How can I use the wan2.1 model I downloaded earlier in this workflow? After I select my own model to start, it still downloads the model by itself. Where should I adjust the parameters of Teacache? I only see a mode selection. Also, where can I select VAE and Clip?

    4800689Apr 10, 2025· 3 reactions
    CivitAI

    Initial testing seems promising, but needs more documentation about nodes.

    luttonApr 10, 2025
    CivitAI

    I'm very pleased to see another workflow!
    And it was very smooth when I used it.

    BUT I'm sorry to ask you about this,

    does the 'end_image' node in the sampler work?

    It doesn't seem to be working at all, after trying twice.

    Should I enable "skip layer" option in config?
    or Should I increase the CFG value or LoRA strength?

    I'll share an example result with the workflow at the gallery. Please check it.

    Always, thank you!

    mango12111Apr 10, 2025
    CivitAI

    I have a error code like this.


    WanVideoModelPatcher_F2

    'NoneType' object is not subscriptable

    BBBAAA2Apr 10, 2025
    CivitAI

    Thanks for making this awesome workflow! I've been having more stability issues than the previous version with the main issue being generation will stall on 0% and stay there until cancelled, which means you can no longer queue up a bunch cause it never progresses. I don't know enough to guess at the reason

    malegirlApr 10, 2025· 1 reaction
    CivitAI

    GGUF model >> teacache worked
    other model >> teacache not worked

    dio011Apr 11, 2025· 1 reaction
    CivitAI

    import failed?

    My solution is~

    delete (python_embeded\lib\site-packages\bitsandbytes*) folders..

    herdnerferApr 11, 2025
    CivitAI

    Any way to update this workflow to split the work across 2 GPUs?

    GushingOverPixelsApr 11, 2025· 1 reaction
    CivitAI

    This is a surprisingly packed workflow. Thanks for the hard work!

    nunukaApr 12, 2025· 2 reactions
    CivitAI

    is it only me cause the keep image proportion from 1.0.6 i2v keeps cropping out any wide image to the center unlike 1.0 even if i try changing the 3 options

    Workflows
    Wan Video

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    Details

    Downloads
    803
    Platform
    CivitAI
    Platform Status
    Deleted
    Created
    4/8/2025
    Updated
    5/16/2026
    Deleted
    7/20/2025

    Files

    wan21ImageToVideoFast_107.zip

    Mirrors