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    WAN2.1 all simple workflow | GGUF | LoRA | UPSCALE | TeaCache - v1.0
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    Copy this folder directly to ComfyUI\user\default\workflows and refresh your browser:

    What's included:

    • TXT to VIDEO

    • IMG to VIDEO

    • StartEndFrames

    • Face to VIDEO

    • VIDEO EXTENSION

    • VIDEO to LOOP

    • Frames interpolations

    • Upscaler

    • Video merge

    Resources you need:

    📂Files :

    Recommendation :
    24 gb Vram: Q8_0
    16 gb Vram: Q5_K_S
    <12 gb Vram: Q4_K_S

    T2V Quant Model: Wan2.1-T2V-14B-gguf
    In models/diffusion_models

    I2V Quant Model: Wan2.1-I2V-14B-480P-gguf or Wan2.1-I2V-14B-720P-gguf
    In models/diffusion_models

    CLIP: umt5_xxl_fp8_e4m3fn_scaled.safetensors
    in models/clip

    CLIP-VISION: clip_vision_h.safetensors
    in models/clip_vision

    VAE: wan_2.1_vae.safetensors
    in models/vae

    ANY upscale model (depreciated):

    in models/upscale_models

    📦Custom Nodes :

    Description

    Base version

    FAQ

    Comments (22)

    tarajiyeon5201314927Apr 20, 2025
    CivitAI

    非常感谢!!

    UmeAiRT
    Author
    Apr 20, 2025

    我很高兴,请毫不犹豫地提供反馈,以便我可以改进这些工作流程。

    uggiugi681Apr 20, 2025· 3 reactions
    CivitAI

    Good workflows, been using them for a while. I am having one small issue, I can not get Tensorrt nodes to install. I tried with comfy manager, manually, a fresh install, tried doing my own research and it seems like a fairly common issue with Tensorrt?

    RoshagApr 27, 2025

    I gues you need to install TensorRT itselves. But I haven't checked if it works. https://docs.nvidia.com/deeplearning/tensorrt/latest/installing-tensorrt/installing.html#zip-file-installation

    uggiugi681Apr 27, 2025

    @Roshag I have tried both 12.6 and 12.8, the nodes still fail to import. I have tried running through various forum posts , running multiple commands, upgrading things, downgrading things. From what i can gather the requirements.txt is missing something. I am sure I could get it working with OP's install script, but i like to do things myself.

    RoshagApr 27, 2025

    @uggiugi681 just tested - it works. Cuda Toolkit, TensorRT, some manipulations I can't remember, that include adding TensorRT's libraries to Cuda installation, adding some stuff to PATH and something else.

    uggiugi681Apr 27, 2025

    @Roshag I know it works for some people. But I get errors during install, searching the errors leads to many posts of people with the same issue going back months before WAN was even released. I have found multiple "fixes" and none of them have worked. It is simply not worth the time to troubleshoot.

    UmeAiRT
    Author
    Apr 27, 2025

    @uggiugi681 if you are on windows did you try my 2.2 instalation scripts?

    uggiugi681Apr 27, 2025

    @UmeAiRT I did not, I am being stubborn and doing things myself like normal. =)

    JetlistiCApr 20, 2025
    CivitAI

    Great workflows!
    I've been generating all of my stuff with yours
    I had a few problems with one after an update but managed to fix it, the math for the mxSlider2d link had been deleted, and the crop method was reset to "true". All I did was reset crop method to center and add the expression 1-(a/100) and all perfect! ♥

    teeburtApr 25, 2025

    Hey im having this same issue:

    "MathExpression|pysssss

    Compex types (LATENT/IMAGE) need to reference their width/height, e.g. a.width"

    And I cant seem to find the settings you changed. Any help would be appreciated.

    JetlistiCApr 25, 2025

    @teeburt undercheckpoint name click on the square (6 dots) that says image generation and the tab will open up and there you will see a lot of node links a , b , c , clip, CLIP TEXT Encode etc in the lower part you will see a tab to write in that says "Expression" greyed out.
    There you put this ---> 1-(a/100)

    drdewme618Apr 21, 2025
    CivitAI

    before the update i wasnt getting oom error now i am, is there something im doing wrong

    saxxie33504Apr 24, 2025· 1 reaction

    Try launch comfy with --normalvram it doesnt seem to detect my system as normal limit default anymore. Make sure u are using umt5_xxl_fp8_e4m3fn_scaled.safetensors clip and preferably a gguf wan2.1 model

    drdewme618Apr 25, 2025· 1 reaction

    @saxxie33504 Thank you, I figured it out my Invidia fallback return or something? it fixed the issue i was having

    1324229Apr 25, 2025
    CivitAI

    Thanks for the workflows. Not very good with Comfy, and I'm getting an error trying GGUF I2V (regular I2V seems to load error free):

    Missing Node Types

    When loading the graph, the following node types were not found
    UnetLoaderGGUFDisTorchMultiGPU

    Having installed the detected missing nodes and then trying manual install of https://github.com/pollockjj/ComfyUI-MultiGPU and restarting etc. Everything appears to be fully updated yet fails. Conflict is my best guess just not sure how to debug it further.

    RoshagApr 27, 2025· 1 reaction

    Check if you have this node installed https://github.com/city96/ComfyUI-GGUF

    1324229May 3, 2025

    @Roshag thanks that seems to have done the trick, sorry for noob hour

    lihaoran8844186Apr 26, 2025
    CivitAI

    Error no file named pytorch_model.bin, model.safetensors, tf_model.h5, model.ckpt.index or flax_model.

    iozxasqw213May 4, 2025
    CivitAI

    There are no connections to the Tea Cache node from the comfyui-mxtoolkit. Where should I connect it?

    DeltishAstraMay 22, 2025
    CivitAI

    Finally the workflow that does the job! Easy to use and quite issues-free. At least compared to all other workflows I have tried. Question - would it be possible to add a feature that would enable last frame - first frame flow for loops creation?

    Rambal_CochetJul 9, 2025
    CivitAI

    Can anyone pls help how to make videos more than 8s here ?

    Workflows
    Wan Video

    Details

    Downloads
    2,630
    Platform
    CivitAI
    Platform Status
    Available
    Created
    4/20/2025
    Updated
    5/12/2026
    Deleted
    -

    Files

    wan21AllSimpleWorkflowGGUF_v10.zip

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