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
Changes:
Streamlined some nodes
Streamlines output to h265-mp4
Added a fast switch for:
I2V only
I2V + Interpolation
FLF2V
FLF2V + Interpolation
deleted gguf nodes
Minor adjustments
Requirements:
FAQ
Comments (16)
finally a workflow that runs without problems thanks for this!
You are welcome!
Hi, would you consider adding "Resolution Master" to your workflow? It auto-detects your connected image size and outputs the desired width/height based on scale/resolution settings. I find it a very good quality of life node.
https://github.com/Azornes/Comfyui-Resolution-Master
If you like it and want to use it, just add it yourself, I like as less requirements as possible.
Had to switch out the MTB Pick from Batch node, as it seems the package is broken. Aside from that great WF!
Maybe you forgot to install the requirements? The nodes function is correct for me.
@darksidewalkerย You using a specific version of it? Haven't found the node in the latest?
@AzureAscendencyย 0.5.4 probably. That's at least the version in the pyproject.toml
Im confused ComfyUI-WanVideoWrapper is allready installed but It also comes:
Missing Node Types
When loading the graph, the following node types were not found
WanImageToVideo
WanFirstLastFrameToVideo
This must not be installed, they are standard internal comfy nodes.
Your comfy is too old or corrupted.
I had to install ComfyUI-VideoHelperSuite (for VHSvideo_combine node) and ComfyUI-VideoHelperSuite (for RIFE VFI node). Awesome workflow!
You are right! I'll add it to the list, forgot this to mention :)
Sincerely, stupendous workflow. Quality output, speedy, and easy to use. Excellent work!
Only missing feature would be a loop to allow generating arbitrary length videos via last-to-first frame.
Thank you!
I wanted to have the WF as simple as possible and I did exclude a loop feature, because that would render a long video without control over the segments, so I decided to let the user/me control over every segment of the video by the ability to render them individually. Merging a video is easy enough :)
So, this is intended.
@darksidewalkerย Can you please tell how to make a loop with your workflow?
@maaadeย In the simplest way you make 1 i2v and use than the flf addition. You use the last frame from the previous generation as input and the as flf frame your original 1st frame.
Than merge these 2 videos. Or you use a workflow made for looping.
I did not include a complete auto-looping.
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