wan 2.2

What is wan 2.2

Wan 2.2 is the world's first open-source MoE (Mixture-of-Experts) cinematic AI video generation model. It offers text-to-video and image-to-video capabilities at 720P resolution, with advanced features for cinematic control and motion understanding.

How to use wan 2.2

To use Wan 2.2, you can:

1. Download the models from GitHub.
2. Try the online demo.
3. Access ready-to-use deployments on Hugging Face.

Features of wan 2.2

• Open-Source MoE Architecture: Utilizes Mixture-of-Experts for enlarged model capacity and computational efficiency.
• Cinematic Control: Offers fine-grained control over lighting, color, and composition for professional cinematic aesthetics.
• High-Resolution Output: Generates videos at 720P resolution with 24fps.
• Text-to-Video (T2V): Creates videos from text descriptions with precise prompt following and sweeping motion control.
• Image-to-Video (I2V): Transforms static images into dynamic cinematic sequences with stable video synthesis and reduced unrealistic camera movements.
• Advanced Motion Understanding: Effortlessly recreates complex motion with enhanced fluidity.
• Video-Optimized Generation: Images are fine-tuned for seamless integration with video models.
• Scalable Data Training: Enhanced generalization across motions, semantics, and aesthetics.
• Consumer Hardware Compatibility: Optimized models like TI2V-5B can run on single consumer-grade GPUs.

Use Cases of wan 2.2

• Filmmakers and Content Creators: Create professional cinematic videos from text or images.
• AI Researchers: Study and modify the open-source code for video diffusion models.
• Video Studio Owners: Integrate into production pipelines for pre-visualization and content creation.
• Independent Filmmakers: Achieve professional shot language and cinematic control without expensive equipment.

Pricing

Wan 2.2 offers various pricing structures:

• Credit Packs: One-time purchases with no subscription required. Options include Starter Pack, Basic Pack, Popular Pack, Pro Pack, Business Pack, Enterprise Pack, and Value Pack, with prices varying based on the number of credits.
• Subscription Plans: Monthly and Yearly plans are available, with yearly plans offering a discount. Plans include Free Trial, Basic, Pro, and Enterprise tiers, each with different credit allocations, video quality, processing speed, and feature access.
• Free Trial: A free trial option is available with limited credits and features.

FAQ

• How is Wan2.2 different from other video AI models? Wan 2.2 is the world's first open-source MoE video generation model with full cinematic control. Users get complete access to source code and model weights, allowing for on-premise execution.
• What video quality does Wan2.2 support? Wan 2.2 generates professional videos at 720P resolution with 24fps. Models like T2V-A14B and I2V-A14B support both 480P and 720P, while TI2V-5B focuses on efficient 720P generation.
• Can I run Wan2.2 on consumer hardware? Yes, the TI2V-5B model is optimized for single consumer-grade GPUs like the RTX 4090, making it one of the fastest 720P@24fps models for personal use.
• What is the MoE architecture in Wan 2.2? Wan 2.2 uses Mixture-of-Experts architecture to separate the denoising process across timesteps with specialized expert models, increasing capacity while maintaining efficiency.
• Is Wan2.2 completely free to use? Wan 2.2 is fully open-source with no licensing fees for most uses. Commercial licensing is available for enterprise solutions.
• How do I get started with Wan2.2? Download from GitHub, try the online demo, or access deployments on Hugging Face. Comprehensive documentation and community support are provided.