CivArchive
    Wan 2.1 Image to Video Fast Workflow - 1.2.4
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    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 error extends video

    FAQ

    Comments (24)

    01hessiangranola851Apr 17, 2025
    CivitAI

    I find the new native i2v workflows produce grainier results with more artifacts than the old version. Try as I might, I cannot find parameters to generate a video as good as the defaults in the old one. Any suggestions for how to set the current version the same as the old?

    Fit_Wafer9678239Apr 17, 2025· 1 reaction
    CivitAI

    Thank you for your work!. It is working perfectly on my pc. Do you happen to have a T2V workflow?

    luochen1234Apr 18, 2025
    CivitAI

    Hello, which option is related to the video playback time?

    velantegApr 20, 2025
    CivitAI

    workflow not working. It creates only still image instead video. Second Video Combine node returns error - Int recieved while expects float.
    On another attempt it returns OOM error and refuses to use shared memory.
    On third attempt at reduced duration it just stuck at 0 steps.

    zengrathApr 21, 2025· 1 reaction
    CivitAI

    This is so far one of easiest simple workflows for wan i tried yet to simply and quickly do img2vid or text2vid without a lot of clutter and over complication. and with sage attention and triton install guide it runs pretty quick on my 4090. I posted some img2vid's i made today with your workflow.

    ChamplooyApr 22, 2025· 1 reaction
    CivitAI

    This is my fav WAN workflow! Great job! Maybe you can do a text to image as well? Would be very nice!

    ZojixApr 22, 2025· 2 reactions
    CivitAI

    Hi there, possible to make it compatible with skyreels v2 ?

    gdqewrweqApr 22, 2025· 4 reactions
    CivitAI

    TypeError 401 WanvideoSampler f2.

    TypeError: teacache_wanmodel_forward() got an unexpected keyword argument 'control'.

    When you activate teacache, this message appears.

    5070ti.

    AIStudio80Apr 23, 2025· 1 reaction
    CivitAI

    nice workflow

    BBBAAA2Apr 23, 2025· 1 reaction
    CivitAI

    Is there any way to use more than 3 loras with this workflow? Thank you!

    Edit: I miss the old Lora Stacker from the previous version, if there was any way to incorporate that back in that'd be amazing

    Edit2: I manually added the power lora stacker back in and an additional Load Clip to make it work and it works great

    4331997Apr 26, 2025· 1 reaction
    CivitAI

    Q8 720p i2v gguf error

    'WanVideoSampler_F2

    teacache_wanmodel_forward() got an unexpected keyword argument 'control''

    flf2v i2v 720p error

    'WanVideoSampler_F2

    skip_layer requires teacache to be enabled'

    I have TeaCache installed though.

    Also if I set extend_video_count to 2 I get

    'WanVideoSampler_F2

    The expanded size of the tensor (49) must match the existing size (17) at non-singleton dimension 0. Target sizes: [49, 720, 720, 3]. Tensor sizes: [17, 720, 720, 3]'

    djramonx811Apr 26, 2025
    CivitAI

    Hi, I'm getting times of 20 min at 512x896 with 1088x1920 images in a wan teacup kijai i2v, a long wait time for me, how is this cheese???

    FioceenApr 28, 2025
    CivitAI

    when extend video count is >1 it gives me this error on wansampler f2

    RuntimeError: The expanded size of the tensor (49) must match the existing size (65) at non-singleton dimension 0. Target sizes: [49, 512, 512, 3]. Tensor sizes: [65, 512, 512, 3]

    Full traceback:
    !!! Exception during processing !!! The expanded size of the tensor (49) must match the existing size (65) at non-singleton dimension 0. Target sizes: [49, 512, 512, 3]. Tensor sizes: [65, 512, 512, 3]

    Traceback (most recent call last):

    File "E:\Projects\ComfyUI_windows_portable\ComfyUI\execution.py", line 345, in execute

    output_data, output_ui, has_subgraph = get_output_data(obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb)

    File "E:\Projects\ComfyUI_windows_portable\ComfyUI\execution.py", line 220, in get_output_data

    return_values = mapnode_over_list(obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb)

    File "E:\Projects\ComfyUI_windows_portable\ComfyUI\execution.py", line 192, in mapnode_over_list

    process_inputs(input_dict, i)

    File "E:\Projects\ComfyUI_windows_portable\ComfyUI\execution.py", line 181, in process_inputs

    results.append(getattr(obj, func)(**inputs))

    File "E:\Projects\ComfyUI_windows_portable\ComfyUI\custom_nodes\flow2-wan-video\custom_nodes.py", line 714, in process

    new_images[i 49:(i + 1) 49] = images

    RuntimeError: The expanded size of the tensor (49) must match the existing size (65) at non-singleton dimension 0. Target sizes: [49, 512, 512, 3]. Tensor sizes: [65, 512, 512, 3]

    Ohaha20May 2, 2025
    CivitAI

    i generate with sage and teacache it have error
    x0 is valid processing in default vae decode...
    and it will regenerate again

    aijoe123May 12, 2025· 4 reactions
    CivitAI

    Works well.

    If you can build me a version with 10 integrated lora loaders I will send you 20 bucks. I'm too dumb to even open those "boxes".

    totoborbojasMay 16, 2025
    CivitAI

    Actually worked like a charm.

    pasunnazacrifaMay 17, 2025· 2 reactions
    CivitAI

    can Causvid lora work with this one,

    MegasherruMay 22, 2025
    CivitAI

    Cant you make an update for your very first workflow? I loved how the previous one worked.
    Your original one had Florence had resolution, video length, sample steps, it could upscale and had frame interpolation

    hereandnow931May 31, 2025
    CivitAI

    Is there a way to use this checkpoint https://civitai.com/models/1295569?modelVersionId=1463630 instead of the ones that are on the list?

    coolcoldiceJun 2, 2025
    CivitAI

    Legendary workflow, using only two custom nodes, and it's flawless.

    Minor nuisance is that you need to put gguf's into checkpoint folder instead of unet.

    spiderfire84223Jun 6, 2025· 2 reactions
    CivitAI

    LoRAs are disabled on the Wan Model Loader. Is this a bug? All it says is disabled, even when there are loras in the folder

    WildHairJun 11, 2025· 1 reaction
    CivitAI

    Wow, very nice. I have a RTX 5070TI 16 gb, 64 gb DDR5 RAM, Ryzen 9 9950X and this workflow increased my performance by 2.3 times for a project I have been working on. 760x760 3 second clip @ 30 steps went from 30 min to 13 min. Thank you so much!

    odiseosgJun 18, 2025· 6 reactions
    CivitAI

    FUSIONX: use wan2.1_i2v_720p_14B_fp16.safetensors or fp8 with lora Wan2.1_I2V_14B_FusionX_LoRA.safetensors and this goes very fast, just change in wan_Configure: guidance_scale:1.0, sampling_steps:8, the lora fusionx:1.0

    EshinioJul 12, 2025
    CivitAI

    Just out of curiosity, how does this workflow work without any mentions of CLIP, VAE and Clip Vision models that had to be defined in other workflows? Are these things not needed to run Wan?

    Workflows
    Wan Video

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    Details

    Downloads
    5,811
    Platform
    CivitAI
    Platform Status
    Deleted
    Created
    4/16/2025
    Updated
    5/16/2026
    Deleted
    7/20/2025

    Files

    wan21ImageToVideoFast_122.zip

    Mirrors

    wan21ImageToVideoFast_124.zip

    Mirrors