Wan2.2: Advanced Video Generation
Mixture-of-Experts Architecture
Wan2.2 leverages Mixture-of-Experts architecture to deliver superior video quality and cinematic control while maintaining efficient inference costs comparable to smaller models.
Video Generation
Click to create videos with Wan2.2
Create high-quality videos with MoE architecture. Efficient 720p generation on consumer hardware.
Core Innovations
Experience the power of Wan2.2's advanced architecture
MoE Architecture Example
Mixture-of-Experts
Dual-expert design separates denoising into high-noise and low-noise stages. With 27 billion total parameters but only 14B active per timestep, it delivers richer capacity without extra inference cost.
Cinematic Control Example
Cinematic Control
Curated aesthetic data enables precise control over lighting, composition, and color tone. Users can specify mood and frame composition for professional-grade cinematography.
Model Variants
Choose the right model for your needs
TI2V-5B
Parameters: 5 B
Resolution: 720p @ 24 fps
Function: Unified text-to-video and image-to-video
T2V-A14B (MoE)
Parameters: 14B active (27B total)
Resolution: 480p & 720p
Function: Text-to-video with MoE denoising
I2V-A14B (MoE)
Parameters: 14B active (27B total)
Resolution: 480p & 720p
Function: Image-to-video with MoE denoising
Key Advantages
Professional-grade video generation with exceptional efficiency
Quality at Low Cost
MoE architecture delivers superior quality without additional inference cost, making high-end video generation accessible.
Professional Controls
Fine-grained prompt tags for lighting, composition, and color enable director-style outputs with precise aesthetic control.
High Throughput
Efficient VAE compression enables real-time 720p generation on consumer GPUs like RTX 4090.
Fast Generation
Generate 5-second clips in under 9 minutes, ranking among the fastest available video generation models.
Open Source
Apache 2.0 license permits commercial use, modification, and redistribution for maximum flexibility.
Complex Motion
Enhanced training data enables smoother, more natural motion transitions and superior multi-object dynamics.
Frequently Asked Questions
Everything you need to know about Wan2.2
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