ComfyUI Wan 2.2 SVI, I2V and FLF2V Workflow
Any feedback would be appreciated.
SVI Features:
Sage-attention
Frame Interpolation
Upscale
LoRA Loader
I2V & FLF2V Features:
Sage-attention
Frame Interpolation
Upscale
Florence2
LoRA Loader
Color Match
FBCNN
WAN2.2 I2V Model Downloads
Here are the Q8 Version of the High and Low Nosie models:
https://huggingface.co/bullerwins/Wan2.2-I2V-A14B-GGUF/blob/main/wan2.2_i2v_high_noise_14B_Q8_0.gguf
https://huggingface.co/bullerwins/Wan2.2-I2V-A14B-GGUF/blob/main/wan2.2_i2v_low_noise_14B_Q8_0.gguf
You might want to download other quantized version from here:
https://huggingface.co/bullerwins/Wan2.2-I2V-A14B-GGUF/tree/main
other versions:
https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main/I2V
https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/tree/main/split_files/diffusion_models
Text Encoders Downloads
umt5_xxl_fp8_e4m3fn_scaled.safetensors:
https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/tree/main/split_files/text_encoders
VAE Downloads
https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/tree/main/split_files/vae
CLIP VISION Downloads
LoRA Downloads
SVI LoRAs Download
https://huggingface.co/Kijai/WanVideo_comfy/tree/main/LoRAs/Stable-Video-Infinity/v2.0
NSFW LoRAs Download
NSFW-22-H-e8.safetensors and NSFW-22-L-e8.safetensors:
https://civarchive.com/models/1307155/wan-22-experimental-wan-general-nsfw-model
Live Wallpaper LoRA Download
livewallpaper_wan22_14b_i2v_low_model_0_1_e26.safetensors:
https://civarchive.com/models/1264662/live-wallpaper-style
Lightning LoRAs Download
https://huggingface.co/lightx2v/Wan2.2-Distill-Loras/tree/main
Upscaler Download
4x_foolhardy_Remacri or realesrganX4plusAnime_v1.pt (for anime) or any other upscaler model:
https://civarchive.com/models/147821/realesrganx4plus-anime-6b
https://huggingface.co/FacehugmanIII/4x_foolhardy_Remacri
Custom Nodes for SVI:
https://github.com/ltdrdata/ComfyUI-Manager
https://github.com/rgthree/rgthree-comfy
https://github.com/Fannovel16/ComfyUI-Frame-Interpolation
https://github.com/city96/ComfyUI-GGUF
https://github.com/kijai/ComfyUI-KJNodes
https://github.com/pythongosssss/ComfyUI-Custom-Scripts
Custom Nodes for I2V&FLF2V:
https://github.com/ltdrdata/ComfyUI-Manager
https://github.com/rgthree/rgthree-comfy
https://github.com/Miosp/ComfyUI-FBCNN
https://github.com/Smirnov75/ComfyUI-mxToolkit
https://github.com/Fannovel16/ComfyUI-Frame-Interpolation
https://github.com/city96/ComfyUI-GGUF
https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite
https://github.com/kijai/ComfyUI-KJNodes
https://github.com/kijai/ComfyUI-Florence2
https://github.com/cubiq/ComfyUI_essentials
https://github.com/yolain/ComfyUI-Easy-Use
https://github.com/pythongosssss/ComfyUI-Custom-Scripts
https://github.com/cubiq/ComfyUI_IPAdapter_plus
Jan. 2, 2026
Added 3Sampler SVI version and minor adjustment of SVI workflow
Jan. 1, 2026
Added SVI version
Sep. 4, 2025
Added 3 KSampler versions
Sep. 3, 2025
Published initial Wan22_FLF2V (FirstLastFrame2Video) Version
Updated Wan22_I2V version
Sep. 2, 2025
Published initial Wan22_I2V (Image2Video) version
Experiment and enjoy!
Description
I2V Workflow Upload
Key Features:
Sageattention
Frame Interpolation
Upscale
Florence2
LoRA Loader
Color Match
FBCNN
FAQ
Comments (5)
I encountered the error "KSamplerAdvanced No module named 'sageattention'". I have checked to make sure there are no MissingCustomNodes and have done "pip install sageattention" and "pip install triton" in the python folder of comfyui, but neither worked.😭😭
Try using [ .\pip.exe install ... ] instead of just [pip install ... ] inside the ComfyUI python folder. You might have another python version installed on your machine, and a path variable is directing the command to the other one.
@aeryarta Solved, it was because I installed torch2.8.0 and cu129, sageattention and triton does not support this version, so I downgraded cu to 128 to solve this problem, thank you for your explanation ~ This also made me realize that my system environment is not configured with comfyui's own python🥰
For windows pip.exe install triton-windows works for python 3.12 :)
Brilliant WF as always, thank you