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
packaging, torchlanc
---
## 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
🧮 Color match feature
---
## Changes
- Complete Overhaul
- 30% less nodes
- Sampling controls
## Fixes
- none
FAQ
Comments (10)
Definitely going to check it out. I was using one of your more recent workflows and adding sliders to it for duration, CFG and steps/switch — fiddling with the base UI just takes a bit too much time.
I tried that sliders and also resolution-master, but they are even more annoying than just putting numbers for me XD
@darksidewalker Totally understandable. It's tricky dealing with for instance.. turning frames into a slider for seconds. I copied some elements from UmeAIrt's workflows for that, because I my head hurts when I try to figure that stuff out
Having tested this with various I2V ckips, this is really good!! Efficient and works well with many checkpoint.
Since it's ComfyUI, of course It's not working out the box. Getting the error: No input found for flattened id [558] slot [-1]
Anybody been able to solve that issue?
So, while I am still tinkering with Forge Neo to squeeze more out of WAN 2.2 and work around its limitations like the lack of Negative Attention Guidance feature, I have been testing my own workflows and everyone else’s. I have got to admit, this one might be the best so far, even if it is not exactly… visually appealing.
If we are talking user-friendly design and overall presentation, UmeAiRT wins by a long shot. But if we are talking pure quality output, then darksidewalker takes the cake. The slider nodes from Ume's workflow are just so much better than manually typing in values. It saves a ton of confusion and cuts down on scattered notes for people trying to figure out what does what. Just saying. :P
For those who are curious, here is one workflow from UmeAiRT.
I actually ended up merging a good chunk of UmeAiRT’s workflow into this one, especially to help myself with less mouse-travel. But overall, not bad at all! I am pleased with the result, that would hit a solid 10/10, but the appeal of the workflow, a fat 0/10, I am sorry. :(
Try the C-EX, it is by far the more advanced now and 30% less nodes with streamlined optical appearance :)
Just a heads-up. I'll soon merge it with the AiO if no errors occur.
I will check it out, @darksidewalker! :3
Have you ever used the TripleK Sampler, and do you have any opinions on it?
Yes I did. Does is work with distilled checkpoints? No.
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