Main Features
- Text to Video: Generate high-quality videos based on text descriptions
- Image to Video: Convert static images into dynamic videos
- First-Last Frame Control: Support for specifying start and end frames to generate intermediate transitions
- Advanced Control Features: Provide precise video generation control and creative options
- Character Reference & Motion Reference: Combine character style with reference motion to create personalized video content
Technical Characteristics
- SOTA Performance: Consistently outperforms existing open-source models and commercial solutions across multiple benchmarks
- Consumer-grade GPU Support: T2V-1.3B model requires only 8.19GB VRAM, compatible with almost all consumer-grade GPUs
- Multi-task Capability: Excels in Text-to-Video, Image-to-Video, Video Editing, Text-to-Image, and Video-to-Audio tasks
- Visual Text Generation: First video model capable of generating both Chinese and English text
- Powerful Video VAE: Wan-VAE delivers exceptional efficiency and performance, encoding and decoding 1080P videos of any length
Model Versions
- Wan2.2-I2V: 14B parameter model supporting 480P and 720P resolutions
- Wan2.2-T2V: 14B parameter model supporting 480P and 720P resolutions
- Wan2.2-T2V-1.3B: Lightweight version suitable for consumer-grade GPUs
- Wan2.2-FLF2V-14B-720P: First-Last-Frame-to-Video generation model
Typical Applications
- Complex Motion Generation: Excels at generating realistic videos with extensive body movements, complex rotations, dynamic scene transitions, and fluid camera motions
- Physical Simulation: Generates videos that accurately simulate real-world physics and realistic object interactions
- Cinematic Quality: Offers movie-like visuals with rich textures and a variety of stylized effects
- Controllable Editing: Features a universal editing model for precise edits using image or video references
Usage Instructions
Users can generate videos through the web interface by inputting text descriptions or uploading images, with support for smart expansion and safety checker features. Generating a 5-second 480P video requires 130 credits and takes approximately 4 minutes on an RTX 4090.
Target Users
Professional content creators, video producers, designers, developers, enterprise users, and general users interested in trying AI video generation.
Core Advantages
- Open-source availability, lowering usage barriers
- Consumer-grade hardware support for widespread deployment
- Multi-functional integration, one model multiple uses
- High-quality output comparable to commercial solutions
- Chinese and English text support for broad application scenarios
