CivArchive

    My ComfyUI workflows for using Wan 2.2

    This workflows are used by me to create my art.

    They are optimized for my checkpoints and created of my latest knowledge to enhance the outcome.
    "If this workflow leveled up your day, I'd purr-eciate a like! 😻"


    Versions & Information👇👇👇👇👇👇👇👇

    👉 Please read below and the file descriptions "About this version" for more info's.

    🎬🐈Click me! HowTo + Video

    💡Some WAN 2.2 versions use high+low checkpoints, other like S2V use only a single checkpoint - make sure to read the descriptions and use the correct checkpoints.

    ⚠️ Do not use the workflows with the "Nodes 2.0 beta" from ComfyUi or it will mess up things.
    👇👇👇👇👇👇👇👇


    What you get from the comfy workflows:

    • ♨️ Easy controls

    • As less as possible dependencies

    • 🪧 Detailed documentation

    • ⛓️ Highly automatic logic

    • Optimized results

    • 🎬 Fully automated resolution logic

    • 🔖 Bookmark-Shortcuts with number keys


    Types of workflows

    FastFidelity C-AiO

    • 🖼️ I2V and FLF2V

    • 🧩 Automatic aspect‑ratio calculation and fitting

    • Multiple Upscalers

      • Torchlanc (very fast, color correct, low VRAM)

      • Upscale with Model (additional detail, high quality)

      • RTX Super Resolution (ultra fast, very accurate)

    • 🤝 Video resolution matching - Fully automatic scaling and resolution calculations

    • 🕠 Length automation - Fully automatic calculation of frame count

    • 🫥 Watermark option

    • 🧮 Color match feature

    • 👾 MiniMeme feature - Create small gif's

    • 🎭 NAG - Negative prompting with CFG1

    • 🪄 Interpolation feature

    • 🌀 Perfect loop feature

    • 🃏 Last Frame Extraction

    • 🔖 Bookmark-Shortcuts - with number keys

    FastFidelity C-SVI

    • 🖼️ SVI (SVI 2.0 up to 10 samplers)

    • 🧩 Automatic aspect‑ratio calculation and fitting

    • Ultra‑fast, color‑correct upscaling (torchlanc) OR Upscale with Model

    • 🤝 Video resolution matching - Fully automatic scaling and resolution calculations

    • 🕠 Length automation - Fully automatic calculation of frame count

    • 🫥 Watermark support

    • 🪄 Interpolation feature

    • 🔖 Bookmark-Shortcuts - with number keys

    Swarm Basic

    • Absolute basic SwarmUI preset

    • Not recommended over ComfyUI for video generation

    Backend Test

    • If this does not create the example video your ComfyUI backend is broken.

    • If this works, but your other workflow not, the other workflow is broken or missing dependencies


    🩻 Known issues and advice's

    • ⚠️ Some workflows may set on webp av1 encoding (VHS node) - If your computer/setup missing drivers use any other like H265 or H264!

    • Install ffmpeg!

    • Update Comfyui and custom_nodes!

    • Update pytorch 2.9+cu128 or higher

    • Make sure to read where files/models should be placed inside the workflow

    • Check if the filepath for model/clip/vae match your system like Linux/Windows

    • The plugin ComfyUI-DD-Translation can break node connection (avoid)


    All older Versions are available inside my GitHub Repo.


    Spacial thanks to @Abyss_Games for a really good idea and help with the "loop"!

    I got some really good ideas from @Gladas workflows!


    YOU are responsible for outputs as always! If you make ToS violating content and I get aware I WILL report this.

    Description

    ## Requirements

    - https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite

    - https://github.com/rgthree/rgthree-comfy

    - https://github.com/Artificial-Sweetener/comfyui-WhiteRabbit

    packaging, torchlanc

    - https://github.com/kijai/ComfyUI-KJNodes

    - https://github.com/yolain/ComfyUI-Easy-Use

    ---

    ## Features

    - 🧩 Automatic aspect‑ratio fitting

    - 🖼️ Monitor‑resolution selective upscaling

    - ✨ Ultra‑fast, color‑correct upscaling (torchlanc)

    - 🔖 Bookmark-Shortcuts - with number keys

    - 🤝 Video resolution matching - always optimal Div16 WAN 2.2 resolutions

    - 🫥 Watermark support

    - Separated upscale logic for VRAM saving

    ---

    ## Changes

    - Changed from subgraph to normal nodes for better monitoring

    - Added GGUF support

    ## Fixes

    - FLF not working (missing image)

    - removed subgraphs (add processing times/bugging out)

    FAQ

    Comments (43)

    MoonshiDec 4, 2025· 7 reactions
    CivitAI

    Come on bro do ya wanna upload new version every day? D

    darksidewalkerDec 4, 2025· 1 reaction

    No, only when something must be fixed or optimized :)

    darksidewalkerDec 4, 2025· 1 reaction

    That does not mean you have to use it, if the other works for you XD

    MoonshiDec 4, 2025· 1 reaction

    @darksidewalker yeah but u said every new version get better and got some fixes, i like fixes and when stuff getting better

    darksidewalkerDec 4, 2025· 1 reaction

    @Moonshi As I use the versions myself, it is always done to fit my needs and standards :)

    hazzoom82659Dec 4, 2025· 1 reaction

    Btw version 1.7 AiO , I saw in its gguf nodes a model named Tasty Sin, is this something new coming soon to us :D ? or it is a private secret ingredient model exclusive to you ;) ?

    darksidewalkerDec 4, 2025· 2 reactions

    @hazzoom82659 You spotted it! I just released it with an announcement :)

    LyaraDec 4, 2025· 1 reaction

    @Moonshi Uhm.. we're gonna restrict creators sharing their amazing and free work now on how many things they may upload in which interval or what? ;) Just don't download it then, if you don't feel like it? I mean, it's not like you're forced by auto-update or something. So let's just relax on stuff, aight? :)

    MoonshiDec 4, 2025· 1 reaction

    @Lyara Why do ya so toxic? its a joke, i'm not aim to insult dasiwa or something

    LyaraDec 4, 2025· 1 reaction

    @Moonshi Sounded more like you were in the beginning; it's not that obvious to everyone how you meant it, you know. ;) Aand I'm being calm as a purring cat here, so all's fine then. There are people claiming these thingies seriously, so you need to excuse oneself, if you seemed like it, even if not meaning it. ;)

    MoonshiDec 4, 2025· 1 reaction

    @Lyara look at my avatar its my face at this moment.

    LyaraDec 4, 2025· 3 reactions

    @Moonshi Haha, alrighty, I'm not sure what you wanna hear now, so I'll stick with "sorry to hear that"? 😇However, good that's clarified now. ~

    darksidewalkerDec 4, 2025· 3 reactions

    Just be friends ❤️ No harm was done, I got it all right and did notice it was a joke 🤣

    MoonshiDec 4, 2025· 1 reaction

    @darksidewalker well im glad we are fine bro, wanna ask u something, how i understand your models it is Wan base model with some additional stuff added by ya, so this additional stuff is working with different languages? or just only english, can't find answer by myself from my tests

    darksidewalkerDec 4, 2025· 1 reaction

    @Moonshi I did not alter the language understanding, so I assume it understands all what the base would. I think English and Chinese are the main languages. But I also saw Russian prompts. You can test with basic WAN 2.2 or the other models.

    MoonshiDec 4, 2025· 1 reaction

    @darksidewalker i tied a lot and didn't find much difference to be honest, so there is no much difference i guess.

    darksidewalkerDec 6, 2025· 1 reaction

    @Moonshi Language comes from the CLIP text-encoder not inherently from the checkpoint itself. So there cannot be much difference. Someone had to train a other clip for other languages. But I do not think I'll do that, it is not worth the time if 95% just use English anyway and most other AI tools only understand English.

    MoonshiDec 6, 2025· 1 reaction

    @darksidewalker yeah thats true, but what about lora's for wan? do they only work on one language like if lora creator main is english lora will only work with english promt?

    darksidewalkerDec 6, 2025· 1 reaction

    @Moonshi language is converted into tensors from the text-encoder, so like:
    If "kissing" is like 1.00002 it will be in ENG or RU or any other language if the text-encoder can convert "kissing" by understanding the language. So it does not matter what you write as long as the encoder can understand it and use the correct tensor for it. If you train a lora with prompts the prompts are converted from the text encoder and if "kissing" remains 1.00002 it will regardless of the language.
    But if the encoder does not understand the word like "kawaii" and you prompted it on training it will just use it literally like a "trigger-word" because it does not know. So it would not understand regardless what language you use because it only knows it literally.

    MoonshiDec 6, 2025· 1 reaction

    @darksidewalker thanks for provided information, very interesting, so if im gonna use enchanced encoder with nsfw stuff that understands what bj mean it would works fine with your bj lora on my native language, cuz your bj lora doesn't have any new trigger words.

    FerroviaDec 5, 2025· 2 reactions
    CivitAI

    What do you mean by "Decide wich workflow type you want with the "Workflow select""? I've looked around the workflow many times over, can't find what you mean by the "workflow select"?

    darksidewalkerDec 5, 2025· 1 reaction

    This is a old point from older workfows, just select the feature you want. I'll delete it :)

    MrDxrkDec 5, 2025· 1 reaction
    CivitAI

    Newer versions only save interpolated video. In 1.0, both regular and interpolated video were saved; it was convenient to have the original file just in case. Is it saving in some other place? Or doesn't save at all?

    darksidewalkerDec 5, 2025· 1 reaction

    It does not save both at this point.

    darksidewalkerDec 6, 2025· 1 reaction

    To have the original, you can just use the same seed with no interpolation and get it. I felt that having 2 or more types from one generation with no real purpose just accumulates files to manage. So I ditched that.

    MrDxrkDec 6, 2025· 1 reaction

    @darksidewalker I see. Okay, thanks. I'll keep that in mind about the seeds.

    phleshDec 6, 2025· 1 reaction
    CivitAI

    This is strange. I was running this (ver 1.7) fine yesterday, using my local Comfy UI. Today I went to mess around with it some more and its generating videos that are 28 times longer than they should be and its just the same animation repeating over and over. Yes, I double checked the FPS and total frames (16FPS, and 97 frames... generates a 1:40 video, instead of a 5 second video, so it was repeated 28 times).

    The only thing I did different today was enable the extract last frame feature. I turned that off to see if it was causing something wonky and that didn't seem to be the problem. Otherwise, I just had NAG and Interpolation enabled.

    I grabbed a fresh copy of your workflow and started from scratch and its still doing this, I tested with all features disabled.

    I've restarted Comfy about 5 times now and reran it twice as many. Any idea what I might've unknowingly screwed up?

    EDIT: I went back and ran your 1.6 version and its still running as it should. So no clue.

    darksidewalkerDec 6, 2025· 1 reaction

    I have no clue. I can not imagine what should happen to repeat 28 times, there is no loop logic inside, so this can basically not happen inside the workflow.
    I used AiO 1.7 for days now, with no issues.
    Anyone have an idea?

    MoonshiDec 6, 2025· 1 reaction

    Im not have any problems like u said, may be its custom node problem, some or few nodes may be overwritten and cause instability, do not forget to check loop count.

    phleshDec 6, 2025· 2 reactions

    @darksidewalker I updated all custom nodes, restarted comfy UI, checked your raw workflow for missing custom nodes again (just in case but it wasn't missing any).

    But when I went to close the workflow and it asked me to save changes, like comfy had changed something to the workflow just from viewing it. I said screw it and saved it, I then started a new workflow, dragged your 1.7 out there, made all the tweaks, tested it... and it worked fine. I imagine this is all do to ComfyUI's weirdness and my own user error. I'm by no means a master with Comfy, I just know enough to be dangerous (obviously).

    Anyway, I think you can disregard this, I imagine it was 100% on my end and Comfy seems to have resolved whatever the issue was (for now).

    bluegearDec 6, 2025· 1 reaction
    CivitAI

    why the video seem a little more red than original image

    darksidewalkerDec 7, 2025· 1 reaction

    Dunno. Never had this problem anywhere.

    LinklaineDec 8, 2025· 1 reaction
    CivitAI

    Hello. you mentioned somewhere 13.8 models each can run on 16gb of vram card. i have 5060 ti 16gb vram and 16gb of usual ram and comfyui throwing red "Reconnecting" window in corner with server seemingly stop to work every time it tries to load low model (after succesfully sampling high model) trying generating 500x500 81 frames video. is it some kind of out of memory? is my ram or vram not enough? i even increased windows swap file to 40 gb it still not helping.stock quantised model 9 gb each models can sometimes generate 700x700 100 frames thanks to tiled vae but i am steal worrying about me doing something wrong.

    darksidewalkerDec 8, 2025· 2 reactions

    Your RAM is just not enough. Maybe your configuration can not swap out enough with 40gb. A Q8 can work with 16gb VRAM, if you have about 32+ GB RAM, it will also swap, 64GB RAM are recommended. My guess is you need a Q6 or Q5 model, but I did not measure it

    LinklaineDec 8, 2025· 1 reaction

    @darksidewalker thank you very much <3

    phleshDec 8, 2025· 3 reactions
    CivitAI

    I felt like I should make a follow-up comment after I had strange (and extremely like self inflicted or local environment inflicted) stuff happen with the 1.7 work flow some days ago.

    This workflow is awesome and so straight forward. Between the tips in your Wan guide and using the "extract last frame" feature, this is a perfectly workflow for those that want to make continuous animations, broken down in parts that we can add to indefinitely while finely tuning each 5-7 seconds.

    Anyway, highly recommend.

    MCPsychopathDec 8, 2025· 1 reaction
    CivitAI

    The custom nodes aren't working for me, and I turned Nodes 2.0 off. Only rgthree is working.

    I've downloaded all the requirements for the workflow, and I installed them into the custom_nodes folder. I restart ComfyUI completely - WebUI and CMD - but a majority of the workflow is just full of errors.

    darksidewalkerDec 8, 2025· 2 reactions

    You have to read up on the custom_node pages how to properly install them or maybe use comfyui-manager. I can not help you there, if you install it correctly it will work.

    hansomethingDec 8, 2025· 1 reaction

    could anything going wrong, but I had similar issues - all custom nodes not installing via the comfyui node manager. It seemed to be a python venv issue for me, comfyui was trying to install it under system python and not my comfyui venv.

    So I had to install each custom node / dependency manually, cloning via git and then installing each with its requirements in the correct venv. All working after that.

    MCPsychopathDec 10, 2025

    @hansomething i'm not really sure what i did to make it work to be perfectly honest but I just asked chatgpt how to fix it. it made me run a bunch of git, pip, upgrade, etc in CMD and it seemed to be downloading stuff. slowly but surely, it fixed every node problem. I think I did the same thing you did

    i think i'm beginning to realize that maybe i should've used a node manager, and i wouldn't have had to run like 150 different lines of code in CMD that downloaded random stuff a robot told me to download. but oh well

    qekDec 15, 2025

    rgthree will not work with Nodes 2.0, read his warning

    @hansomething sometimes that happen to certain custom nodes packages whose dependencies are not installed by the comfyui manager and you have to install those nodes manually following their instructions on their github page, as you already did. This is more an issue with those node packages than with a specific workflow

    cleptoesDec 9, 2025· 7 reactions
    CivitAI

    Wow, this is the best workflow I have found on here. Thank you so much!

    Workflows
    Wan Video 2.2 I2V-A14B

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    Details

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    Platform Status
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    Created
    12/4/2025
    Updated
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    Deleted
    12/20/2025

    Files

    dasiwaWan22Workflows_fastfidelityCAioV17.zip