✨ WAN2.1 — Image to video — Simple Workflow
A clean, all-in-one WAN image-to-video workflow built entirely with the UmeAiRT Toolkit for ComfyUI.
Only 12 nodes. No spaghetti wires. Just load your model, write your prompt, and hit generate.
⚠️ IMPORTANT — Nodes 2.0 Required
This workflow is built for the Nodes 2.0 (Vue) interface of ComfyUI. If you don't enable it, the workflow may have display problems.
How to activate Nodes 2.0:
Open ComfyUI
Go to Settings (⚙️ icon, bottom-left)
Find "Use Nodes V2 (Vue)" and toggle it ON
Refresh the page
Load the workflow
If you prefer the classic interface, check out my Legacy version of this workflow instead (link).
🎯 Features
Text-to-video generation
Automatic download of models in auto version
Built-in SeedVR2 upscaler — high-quality tiled upscaling (toggleable on/off) Slower than a classic upscaler, but significantly better quality
Full metadata embedding — your images are saved with all generation parameters, ready for online publishing and remixing
3 LoRA slots — with individual on/off toggles and strength control and you can connect as many other lora modules to each other for as many LoRA as you want.
📦 Custom Node Required
Only one custom node to install:
Install via ComfyUI Manager (search "UmeAiRT") or use the UmeAiRT Auto-Installer.
The Toolkit packages everything internally — upscaler, face detailer, metadata saver. No other custom nodes needed.
📂 Files you need (in manual version)
For base version
I2V Model : 480p or 720p
In models/diffusion_models
For GGUF version
I2V Quant Model :
- 720p : Q8, Q5, Q3
- 480p : Q8, Q5, Q3
In models/unet
Common files :
CLIP: umt5_xxl_fp8_e4m3fn_scaled.safetensors
in models/clip
CLIP-VISION: clip_vision_h.safetensors
in models/clip_vision
VAE: wan_2.1_vae.safetensors
in models/vae
Speed LoRA: 480p, 720p
in models/loras
ANY upscale model:
Realistic : RealESRGAN_x4plus.pth
Anime : RealESRGAN_x4plus_anime_6B.pth
in models/upscale_models
Description
🔄 Full Nodes 2.0 rewrite
Rebuilt entirely with the UmeAiRT Toolkit pipeline (only 1 custom node needed)
SeedVR2 Upscaler and metadata saver now built-in with on/off toggles
8 nodes total — clean, visual, beginner-friendly
⚠️ Requires "Nodes V2 (Vue)" enabled in ComfyUI settings
FAQ
Comments (11)
cant download v4.0 ?
Civitai site problem, now it seem to work
its broken. thanks :)
It's civitai site problem, now it seem to work
@UmeAiRT YAY thx!
Its taking forever to generate a video, i have a 4070 and 16gb of ram, should i use the gguf version? Its only avaliable in v2.1 version?
You need to choose a model suited to your VRAM. In FP8, the model file alone is already 18GB. So, with less VRAM, you need to use a GGUF version; there's a selector for that in my automatic version. I've published WAN2.2 versions of this workflow if that's what you're asking about.
Hey thanks! I tried the automatic version but for some reason it doesnt work and comfyui gets stuck in strart up, manual version seems to work, i install umeairt-toolkit and when i restart it says UmeAiRT_VideoFramelnterpolation is missing, im kinda new to all this im i missing something? I cant find that file..
Even after i install UmeAiRT_VideoFrameInterpolation from the manager, i restart and i still get that error. The file is inside custom nodes folder.
I updated everything and it works! Beautiful work thank you!
merci l'amis pour le boulot

