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WAN IMAGE-TO-VIDEO & TEXT-TO-VIDEO WORKFLOW! (Patreon)

Published:
2025-03-01 18:30:03
Edited:
2025-03-01 18:31:05
Imported:
2026-06
Tags:

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Content

Hey everyone! I've just released a new video on my "THE NEW OPEN-SOURCE IMAGE TO VIDEO KING! ", called "WAN". Simply THE BEST AND MOST POWERFUL AI VIDEO MODEL TO DATE!!!! It's just amazing!

You can check out the video right here: https://youtu.be/H8Ky0LhRaGs

I also created a 1-click installer for the Webui for my Patreon supporters for Local AND Runpod, that you can find right here: 1-Click INSTALL WAN IMAGE-TO-VIDEO & TEXT-TO-VIDEO ComfyUI WebUI! | Patreon

Here the link to the manual install guide: https://pastebin.com/NNrgKW68

You can also checkout my troubleshooting video if you are not sure what to do: Exclusive Patreon Video: Troubleshooting Flux Workflow Comfyui!Down below you will also find the IMAGE_TO_VIDEO-TEXT_TO_VIDEO-ALL & WAN_ONLY-TXT+IMG WORKFLOWS for free for you to use!

As always, supporting me on Patreon allows me to keep creating helpful resources like this for the community. Thank you for your support - now go have some fun😉!

Files

Comments

VladoPortos

Any chance to fix V3-ULTIMATE_FLUX-COMFYUI-MANAGER ? That one installs but there is no option to update missing nodes because the node manager does not start :(

VladoPortos

I'm not sure why it does not start, I cloned actual version from git I assume there is venv somwhere and its missing some stuff based on the errors at start like: ModuleNotFoundError: No module named 'dill' ModuleNotFoundError: No module named 'pydantic' ModuleNotFoundError: No module named 'git' ModuleNotFoundError: No module named 'pykalman' I do not see the whole node manager on side, where I should click and update tne nodes, the whole panel does not load.

Kilobe

how much vram minimum?

Raphael Paz

Was waiting for this! Let's see if my 4080 + 32gb ddr4 RAM can deliver this baby.

Jack Weems

What LARA's work with WAN?

Zoran Kanti-Paul

Umm what is this BS? Followed everything in your video. Came here and became a subscriber. Setup runpod and can see comfyui. NO workflow there. So I guessed that needed to be uploaded to the /default/workflow folder in Jupiter. OK so did that and refreshed the comfyui..The worfkflow is a mass of red boxes with nodes that cannot be found? What am I doing wrong? EDIT i installed missing nodes..but still have these not found!?? I have terminated my runpod as I am getting charged and it's not working. So once you tell me what is wrong and how to get it working I will try again. LTXAttnOverride (In group node 'workflow>LTXPARAMTEXTOVIDGGUF') workflow>LTXPARAMTEXTOVIDGGUF ModifyLTXModel (In group node 'workflow>LTXPARAMTEXTOVIDGGUF') LTXPerturbedAttention (In group node 'workflow>LTXPARAMTEXTOVIDGGUF') workflow>LTXPARAMTXTFP workflow>LTXIMAGETOV Int-🔬 (In group node 'workflow>skyreelslogic') workflow>skyreelslogic MathExpression|pysssss (In group node 'workflow>skyreelslogic') Compare-🔬 (In group node 'workflow>skyreelslogic') If ANY return A else B-🔬 (In group node 'workflow>skyreelslogic') workflowLTXPARAMTEXTOVIDGGUF workflowLTXPARAMTXTFP workflowLTXIMAGETOV workflowskyreelsparam workflowskyreelslogic

Orpheus_Reup

Any idea how to solve 'VAE' object has no attribute 'vae_dtype' I have checked all the models and they are in the right place. Have updated comfy and nodes. Not the first time i've had this error with vid models but can find little about what it means or how to fix

Orpheus_Reup

Turns out i had a Wan vae that does not work with your workflow - the ones that didn't work are labelled bf16 and bf32 - only vae that works is the "wan_2.1_vae.safetensors"

Occavango

Can you please help me resolve these error messages?WanImageToVideo (In group node 'workflow>WANIMAGEPARAM') workflow>WANIMAGEPARAM Int-🔬 (In group node 'workflow>skyreelslogic') workflow>skyreelslogic Compare-🔬 (In group node 'workflow>skyreelslogic') If ANY return A else B-🔬 (In group node 'workflow>skyreelslogic') workflowskyreelslogic workflowWANIMAGEPARAM

Walker4k

Weird error. Any ideas? - Missing Node Types When loading the graph, the following node types were not found WanImageToVideo (In group node 'workflow>WANIMAGEPARAM') workflow>WANIMAGEPARAM Int-🔬 (In group node 'workflow>skyreelslogic') workflow>skyreelslogic Compare-🔬 (In group node 'workflow>skyreelslogic') If ANY return A else B-🔬 (In group node 'workflow>skyreelslogic') workflowskyreelslogic workflowWANIMAGEPARAM

Greg

Update ComfyUI itself in the Manager, and then try to reimport the workflow.

Occavango

Wan is missing from drop down in Load Clip

Walker4k

Yeah, tried that 'Update ComfyUI / Update ALL' but still no joy

Adaptalabor (edited)

Comment edits

2026-09-08 20:00 Everything I tested works fine except the model "wan2.1-i2v-14b-480p-Q5_K_S.gguf". I did not change anythin in your workflow uploaded an image into of course "GGUF WAN IMAGE TO VIDEO" and I get the Error "UnetLoaderGGUF cannot reshape array of size 5369813 into shape (5120,3520)". I also tried 2 other workflows from other creators and get the same error only from "wan2.1-i2v-14b-480p-Q5_K_S.gguf"
2025-03-02 10:00

Walker4k

Update - I had ComfyUI already installed, so just loaded the models. The issue, the version I had was 0.3.13 and the wan option was only added, as I understand, after 0.3.15. I tried to update comfyui but it would not move past 0.3.13 even when trying to switch via the Manager panel (If there is a way to force this, it would be of great help to know. An absolute fresh install using the TEXT-IMAGE-TO_VIDEO-COMFYUI-MANAGER_AUTO_INSTALL.bat in a new location seems to have fixed the issue as I now see the ComfyUI version as 0.3.18 and the 'wan' option is there within the Load Clip node. Also, no node errors after running 'Install Missing Nodes' so essentially it works well..but I'd rather be able to do this on my old installation.

Boyo's Medicine (edited)

Comment edits

2026-09-08 20:00 Hello what logic nodes are you using as I am getting missing nodes with regards to the skyreels section. I have my own sky reels workflows so I know it works on my comfy but you have a group that the manager cannot unpick to find the required nodes. I am getting this argument error Int-🔬 (In group node 'workflow>skyreelslogic') workflow>skyreelslogic Compare-🔬 (In group node 'workflow>skyreelslogic') If ANY return A else B-🔬 (In group node 'workflow>skyreelslogic') workflowskyreelslogic
2025-03-02 13:03

Klaus The.

I used your full comfyui + models installer in local Windows 11 and the img2vid workflow runs like a charm. Thank you very much! (I'm using the WAN2.1-480p-Q5 GGUF on a 4090; ~4 min per video)

Klaus The.

Have you tried a different image of 1024x1024 pixels and set the video size (width + height in WANIMAGEPARAM) to 480x480?

Occavango

ah gotta update to latest comfyui version

Kusacubari

cant seem to get these fixed - can you point to the nodes git plz for me ! Missing Node Types: workflowskyreelsparam workflowskyreelslogic

Pak26

Is it possible to make videos longer than 2 seconds with the Wan 2.1 model?

Boyo's Medicine
>>166460042

Just increase the frame amount.(look in the sampler) This will be GPU limited then. If you use KJs wrapper for text to video he has been banging over 1 minute long videos from a single prompt. I am finding that the native Comfyui implementation is not as good as KJs wrapper due to the fact that using the wrapper generation times are 33% faster and even faster still if you compile the model which is an option on the wrappers workflow.

Pak26

I crank the Length in the Ksampler to 81. I use the WAN GGUF i2V 480p Q5. It took 1:08:01, 136.05s/it for a 5 sec clip on a RTX 3060 12 GB. Not sure if there's a way to make it run faster but the quality is good.

LW

the "workflowWANIMAGEPARAM" missing error resolves itself after you drop the "IMAGE_TO_VIDEO-TEXT_TO_VIDEO-ALL.json" file into the workflow area again after a restart. At least it did for me. You do need the latest version of ComfyUI (0.3.18), so update that first. Have fun.

Boyo's Medicine
>>166460042

The native comfyui implementation does not allow you to apply attention which will speed things up. I can run 98 frames in 6 minutes but my card is a bit bigger than yours. Use these nodes as they are far superior to the standard implementation. The workflow is in the nodes. https://github.com/kijai/ComfyUI-WanVideoWrapper You will need to download different models though and put them in a folder in diffusion models to not mix them up with the comfyui standard implementation models This is an example of a Wan Video I made with the wrapper: https://www.youtube.com/shorts/Jt8d8HKZVPU

Euchale

How difficult would it be to do a img2vid with 2 inputs, where it generates the animation between the two? Kinda like animate diff does.

Pak26

Lol :) ... love the video !!! Ok thx !

Aitrepreneur

Actually there is a way to do that, might add it to a future workflow, unless we get something better soon, seeing at how fast everything is going nowadays

Tinkering

Same issue, Update did not fix issue. Needed to do a total install in a different location. if there is a brute force update option. that would be great!

Boyo's Medicine
>>166487253

Cog does this with the inbuilt workflow called interpolate. You just put the start end frame and the prompt for what you want. It is far superior to animate diff. Other Models do this as well but for low end GPUs and for better results than animate diff this is a solid option.

Kubilay göze

Anybody getting "workflow>WANIMAGEPARAM loading error" : 1. Make sure you updated ComfyUI to the latest version (right now 0.3.18) and drag the workflow again. 2. If you updated from Manager and you're still getting the error; MOST LIKELY your update didn't happen and you didn't realize. Go to the "ComfyUI_windows_portable\update" folder and click "update_comfyui.bat" and if it still doesn't work click "update_comfyui_and_python_dependencies.bat" Go to Settings-About and check if the version number is at least 0.3.18

Boyo's Medicine
>>166539153

By default comfyui manager is set to normal security which prevents lots of things updating or using github via the manager. You need to modify the ini file. The ini file can be found in this path: ComfyUI\user\default\ComfyUI-Manager Open the ini file in notepad. Then look for security. Change normal to weak. Do your updates then put the security level back to normal. This security is for you protection so do not be lazy and not flip it back.

Brian Abey

i got the same Problem... andy Help? :)

Rick

No LORA support for this yet, right? This model seems to be really bad at rendering *certain details*.

Boyo's Medicine
>>166559738

There is Lora support for Wan but not in native comfyui. There are nodes that allow you to use loras should you find any. Just search the comfyui manager.

Boyo's Medicine (edited)

Comment edits

2026-09-08 20:00 This is something I knocked up using AIpreneurs workflow https://www.youtube.com/shorts/3zUewB9lPa4
2025-03-03 22:10

MonkeyDanceParty

Nice work! I didn't have my normal machine handy, so I installed on an 8 year old laptop with a GTX1050. Everything ran as expected (slow). IT took about an hour to run the samples. So, I grabbed a few year old threadripper with an A6000 and it was a much more enjoyable experience. But, I had to give that one back. I'm now in the process of loading on a couple year old i9 with an a4500 and an a4000 in it. We'll see how that does, since I can use this machine for a while. The only issue I had was one of the models(?) said it was no longer available. Nice script, really simplifies things.

ChudJones

Thank you for this. I was up and running very quickly. FWIW, I've had great success generating 720x720 I2V clips at 10fps and interpolating to 30fps. On a 4090, that's 11 minutes to generate a 5 second clip with 49 frames, then 1 minute to interpolate. If you use the 480 model to generate 640x640 and interpolate, it's 6-8 minutes and still pretty good quality. My clips don't have a lot of fast motion, so YMMV.

Lagartija

It takes me 2500 seconds (40 minutes) to generate one vid on GGUF WAN IMAGE TO VIDEO with the default settings. i'm on a 3080 ti 16gb vram. normal? any tweaks I could try to get better speeds?

Dat Nguyen

i downloaded both JSON files and "dropped" them in and got blank screen. nothing on the screen. anyone know whats going on?

StormHawk

í keep getting this error when trying the image 2 video . "The size of tensor a (128) must match the size of tensor b (16) at non-singleton dimension 1 " any idea on how to fix it?

Swarls

how do you get 5 second clips? I only get 2s clips

ChudJones

I set 'length' in WANIMAGEPARAM node to 49 and then set 'frame_rate' to 10 in Video Combine node. 49 frames at 10 fps = 5 seconds.

Boyo's Medicine
>>166601790

I created club lora with specific colours. That gave me some consistency. I then generated the different characters in the club. When you do generations you then use the last image from the render as the first frame of the next render. You just join them together then. It it quicker to generate two runs of 100 frames than try to generate 200. You can keep the coherence on the render as well because if you push the model to high in terms of frame generation stuff will fall apart.

Boyo's Medicine
>>167042302

what models are you using because with 16gig of Vram you should be using a quantised model. Also what dimensions are you using? It is always quicker to reduce the resolution then upscale later. DO not try generating 1k, 2k etc straight off the bat

93e Chambre

Anyone got this error ? "UnetLoaderGGUF Unexpected architecture type in GGUF file, expected one of flux, sd1, sdxl, t5encoder but got 'wan'"

Yoho

Same, no errors, everything's updated but it's just empty and not showing any nodes. The V3 Workflow works for me.

J. Lehmann

Click the "Fit View" icon at bottom right.

Inkdazzle (edited)

Comment edits

2026-09-08 20:00 I have this error : VHS_VideoCombine ffmpeg is required for video outputs and could not be found.
2025-03-13 08:32

Cédric Morvan

hi ! what is the best practice interpolation before upscale or upscale before interpolation ? thanks

Sagah

Having the same issue

Sagah

That worked, thank you!

James

any plans to add teacache and sage attention to the Wan workflow? I've been looking everywhere for info on this! Thanks.

Whatareck

someone else with problem "ffmpeg is required for video outputs and could not be found." i tried a lot of things, nad doesnt work

Ryan Prosser

I came here to ask the same thing. I'm too new to this to try and add it myself (yet) but I see a lot of how people 1/2 their generation time while still maintaining decent quality. Was wondering what thought Aitrepeneur has about it.

Chris Meerdo

you need to install the ffmpeg library on your system and add it to your PATH. ask chatGPT to guide you through this depending on your OS.

Sean Hooper

I'm getting this error "KSampler Unrecognized CachingAllocator option: 512" Any suggestions on how to fix it?

Sean Hooper

Figured it out. There was a PYTORCH_CUDA_ALLOCATOR Env Variable set. I deleted it out and it works fine so far

Kenth619

Hi, need your help. I am getting this error when I try to load the workflow V3-ULTIMATE_FLUX_ALL-IN-ONE-WORKFLOW after following all instructions. I updated to ComfyUI nightly build (the latest stable below this is v0.3.27): Missing Node Types When loading the graph, the following node types were not found workflow>sampler and seed upscaler workflow>Extra nodes upscaler workflow>Florence workflow>Flux Controlnet MiDaS-DepthMapPreprocessor CannyEdgePreprocessor HEDPreprocessor workflow>Image gen sampler workflow>Other Nodes workflow>Param workflow>Other Nodes 2 workflow>Sampler 3 LoadAndResizeImage workflow>Nodes 3 DualCLIPLoaderGGUF UnetLoaderGGUF workflow>sampler img workflow>Negative Prompt workflow>XLabs Sampler workflow>positive prompt guidance workflow>Adetailer workflow>outpaintflor workflow>faceswap2 workflow>faceswap3 workflow>REACTORFACESWAP workflow>pullidpara workflow>pullflo workflow>pulidtxt workflow>pluidlux workflow>fillparam workflow>postiveguid workflow>Diff workflow>outpaintpar workflow>REDUX1 workflow>REDUX2 workflow>REDUX3 workflow>PULIDREDUX workflow>REDUXPARAM workflow>REDUXOTHERPARAM workflow>newcontrolnetparam workflow>shaker workflow>shakercont AIO_Preprocessor workflow>SHAKKERPARAM Upscale by Factor with Model (WLSH) VHS_VideoCombine workflow>Liveparam AdvancedLivePortrait workflow>LIVEPORTRAITIMGPARAM VHS_LoadVideo LivePortraitLoadCropper DownloadAndLoadLivePortraitModels LivePortraitLoadMediaPipeCropper workflow>LIVEPORTRAITVID2VIDPARAM workflow>LTXPARAMTEXTOVIDGGUF workflow>LTXPARAMTXTFP VHS_SelectFilename VHS_LoadVideoPath ImageResizeKJ workflow>LTXIMAGETOV HyVideoVAELoader HyVideoSampler DownloadAndLoadHyVideoTextEncoder HyVideoDecode HyVideoTextEncode HyVideoEncode GetImageSizeAndCount ImageConcatMulti workflow>hynupar workflow>huynyav2vparm HyVideoLoraSelect HyVideoModelLoader Text Multiline

Weldonman 211

Can someone help me. I am doing runpod instaklation but cannot seem to find the one click installation file / folder.

Mike Chandler

Update all again, and put the right models in!

sudhir madan

when i load this workflow "IMAGE_TO_VIDEO-TEXT_TO_VIDEO-ALL.json" i get Prompt has no outputs, one click installed corectly as other workflows are running except the ones with it - WAN_ONLY-TXT+IMG.json and "IMAGE_TO_VIDEO-TEXT_TO_VIDEO-ALL.json" can someone check if these two workflows in specific are working

Ryuke

The problem (that I still need to solve) is that the node that load the model use only safetensors file (that works just with text 2 video, take a look at the name... wan2.1_t2v_etcetc) while the model we have downloaded is in GGUF format (unet). The workflow needs to be adapted to load from unet/gguf or we need to convert the safetensors to GGUF, in any case we need our AI Overlord to chime in on this one.

Ryuke

As I wrote in the other comment, there is a problem since the FF8 WAN IMAGE TO VIDEO doesn't work, that's because the Load diffusion model only accept safetensors model (t2v) while the i2v are in GGUF format, we need to address it someway. Edit. I figured out that I was using the wrong node for the operation, meaning that using the WAN for the GGUF does the work, but then I don't understand how can the other note be useful since it only load tensors (I've downloaded all the models).

Ryuke

I had this kind of problem before, don't know exactly why, I had to re-install everything from scratch 7-8 times (in different hd, folder and so on) before everything worked properly (without changing anything on the process).

sudhir madan

everything is working in each and every workflow shared with just updating all through Comfy manager

Ryuke

Thank you, I don't think this is the problem, although I managed to do what I needed to do, I've updated everything via the bat file since doing it in the interface wasn't working! weird! And thank you again, after being able to find the problem I was looking for this comment (mine) to delete/edit it but couldn't... you really helped me :P

Marco

Does anyone find the missing node types error?

Marco

I can't even see the workflow, when I open it it tells me that many nodes are missing and everything is in red, I'm still new in this ai world

El Maui

I updated Comfy, did the update of all the nodes, tried to add the missing ones but it doesn't add them, it gives me error and in the FP8 LTX and GGUF tab it still tells me that there are missing modules, I don't understand how to add them. The others, where all the modules are there, work. Please help me

rc

Cannot join private Discord for workflow errors: "You need to verify your account in order to prerform this action" Which Account?