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! ๐ป"
Versions & Information๐๐๐๐๐๐๐๐
๐ Please read below and the file descriptions "About this version" for more info's.
๐ฌ๐Click me! HowTo + Video
๐กSome 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.
โ ๏ธ Do not use the workflows with the "Nodes 2.0 beta" from ComfyUi or it will mess up things.
๐๐๐๐๐๐๐๐
What you get from the comfy workflows:
โจ๏ธ Easy controls
โ As less as possible dependencies
๐ชง Detailed documentation
โ๏ธ Highly automatic logic
โจ Optimized results
๐ฌ Fully automated resolution logic
๐ Bookmark-Shortcuts with number keys
Types of workflows
FastFidelity C-AiO
๐ผ๏ธ I2V and FLF2V
๐งฉ Automatic aspectโratio calculation and fitting
โจ Multiple Upscalers
Torchlanc (very fast, color correct, low VRAM)
Upscale with Model (additional detail, high quality)
RTX Super Resolution (ultra fast, very accurate)
๐ค Video resolution matching - Fully automatic scaling and resolution calculations
๐ Length automation - Fully automatic calculation of frame count
๐ซฅ Watermark option
๐งฎ Color match feature
๐พ MiniMeme feature - Create small gif's
๐ญ NAG - Negative prompting with CFG1
๐ช Interpolation feature
๐ Perfect loop feature
๐ Last Frame Extraction
๐ Bookmark-Shortcuts - with number keys

FastFidelity C-SVI
๐ผ๏ธ SVI (SVI 2.0 up to 10 samplers)
๐งฉ Automatic aspectโratio calculation and fitting
โจ Ultraโfast, colorโcorrect upscaling (torchlanc) OR Upscale with Model
๐ค Video resolution matching - Fully automatic scaling and resolution calculations
๐ Length automation - Fully automatic calculation of frame count
๐ซฅ Watermark support
๐ช Interpolation feature
๐ 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
๐ฉป Known issues and advice's
โ ๏ธ 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
- ๐งฉ Automatic aspectโratio fitting
- โพ๏ธ True infinite batch as long as you want
- ๐ผ๏ธ Anti 1st frame burn - Latent cut
- โจ Ultraโfast, colorโcorrect upscaling (torchlanc)
- ๐ Bookmark-Shortcuts with number keys
- Video resolution always matches optimal Div16 WAN 2.2 resolutions
- ๐ซฅ Watermark option
- ๐ข Soundmark option
- Separated upscale logic for VRAM saving
---
## Changes
- Added a counter for the position index of the loop
- Reorganized some nodes
- Separated upscale feature
- Fitting resolution mentions inside the note
## Fixes
- Mentioned audio_encoder in Model links
FAQ
Comments (15)
extremely easy to use and very fast output. thank you for including all the notes and explanations for each step, they were very helpful and made the layout easy to follow. having this simple of an included upscaler is also a game changer for me ๐
Amazing! I'm speechless with gratitude for your models and workflows. They run perfectly, fast, and without any OOM errors when using the Q8 with 16GB of VRAM. No problems with or without --use-sage-attention in ComfyUI. For someone who only dabbles in AI as a hobby or to kill time because I'm terrible at hand-drawn animation, you've left a wonderful gift to bring my drawings to life. The Q8 is actually faster than the Q6 for me! XD With all the other models and workflows, I have to waste hours fixing OOM errors or other bugs that always seem to pop up. Your work is impeccable and highly appreciated.
Best workflow and fastest keep it up
I totally agree!
When I turn on "Add Exact-Loop" and click Run. It got this error: "AutocropToLoop.find_and_crop() missing 1 required positional argument: 'clip_frames'" Does anyone know what this means? Thanks
you need to activate the option just before that one and you need to provide another image as an ending point... that option goes with the FLF2V option
@MeMyselfAndI167ย Thank you! I was having this same problem. Didn't even occur to me that it might only be for FLF2V.
@Pillowbiteย No problems!!! I found it out just because I had the exact same problem hahahaha :)
Love your stuff, DaSiWa! Have any advice on preventing color drift when using FLF2V+Add Exact Loop? I'm using the same image for init and last frame. The motion flows perfectly through the seam, but even with the same image as first/last, the color drifts, and the drift makes the seam obvious. Is it just another "keep sending it until it does what you want" type thing?
What length is your video? I found color tends to drift if the video is longer than 5 seconds
I apologize if this is unclear in translation, but I have a question.
When I load the workflow, the two clip sections in PowerLoader aren't connected to anything, so it won't run. Where should I connect them?
You have to install all dependencies, everything is connected.
@darksidewalkerย I managed to get it working!
One more questionโhow do I adjust the speed of the character's movements in the video?
Excellent workflow, great work! Wow!
Is it possible to adapt the workflow to generate a long video like this one: https://civitai.com/models/1939953/wan-22-14b-long-video-workflow-30-sec?
Thanks again for all your hard work!
You can do with the workflow as you want.
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