wan-t2v-video
FeaturedBuild WAN 2.2 Text-to-Video workflows. Dual hi-lo models, lightning LoRAs, VACE modules, and KSamplerAdvanced two-pass
AI & Automation 738 stars
120 forks Updated yesterday MIT
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# WAN 2.2 Text-to-Video (T2V) Workflows
## Overview
WAN 2.2 T2V generates videos from text prompts using a 14B parameter MoE (Mixture of Experts) architecture split across two specialized models:
- HighNoise model handles early denoising. It establishes structure, motion, composition
- LowNoise model handles late denoising. It refines details, sharpens output
This dual-model technique is the same as FLF/I2V (see wan-flf-video skill) but without image conditioning nodes.
Key difference from I2V/FLF: T2V does NOT use `CLIPVisionEncode`, `WanFirstLastFrameToVideo`, or any image input. It uses `EmptyHunyuanLatentVideo` for latent initialization and text-only conditioning.
## Models
### UNET (Installed)
| Model | Loader | Notes |
|-------|--------|-------|
| `Wan2_2-T2V-A14B_HIGH_fp8_e4m3fn_scaled_KJ.safetensors` | `UNETLoader` | HighNoise expert, 14.3GB FP8 |
| `Wan2_2-T2V-A14B-LOW_fp8_e4m3fn_scaled_KJ.safetensors` | `UNETLoader` | LowNoise expert, 14.3GB FP8 |
### Text Encoder
| Component | Node | Model | Notes |
|-----------|------|-------|-------|
| **CLIP (T5)** | `CLIPLoader` (type=`wan`) | `umt5_xxl_fp8_e4m3fn_scaled.safetensors` | UMT5-XXL fp8, in clip/ |
### VAE
| Component | Node | Model |
|-----------|------|-------|
| **VAE** | `VAELoader` | `wan_2.1_vae.safetensors` |
### VACE Modules (Installed — For Advanced Control)
| Model | Size | Notes |
|-------|------|-------|
| `Wan2_2_Fun_VACE_module_A14B_HIGH_bf16.safetensors` | 5.8GB | HighNoise VACE module |...
Details
- Author
- artokun
- Repository
- artokun/comfyui-mcp
- Created
- 6 months ago
- Last Updated
- yesterday
- Language
- TypeScript
- License
- MIT
Integrates with
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