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

https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/blob/main/split_files/clip_vision/clip_vision_h.safetensors

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://civitai.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://civitai.com/models/1264662/live-wallpaper-style

Lightning LoRAs Download

https://huggingface.co/lightx2v/Wan2.2-Distill-Loras/tree/main

https://huggi

Upscaler Download

4x_foolhardy_Remacri or realesrganX4plusAnime_v1.pt (for anime) or any other upscaler model:

https://civitai.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!