Wan VACE: All-in-One Video Creation and Editing
Wan VACE (Wan 2.1 VACE) is an all-in-one model designed for Wan video creation and editing. It encompasses various tasks, including reference-to-video generation (R2V), video-to-video editing (V2V), and masked video-to-video editing (MV2V), allowing users to compose these tasks freely. This functionality enables users to explore diverse possibilities and streamlines their workflows effectively, offering capabilities such as Move-Anything, Swap-Anything, Reference-Anything, Expand-Anything, Animate-Anything, and more.
Wan Vace Generator


No Video Generation History
Enter a prompt and click "Generate Video" to start creating! Your videos will appear here.
Wan 2.1 VACE: Advanced Video Control System
Traditional video generation workflows lack flexibility in post-generation adjustments. Wan 2.1 VACE revolutionizes this limitation with its advanced controllable capabilities, providing unprecedented control over video generation. From human poses to motion flow, structural preservation to camera angles - every aspect can be precisely adjusted to achieve your creative vision.
1Multi-modal Input System
Advanced Image Processing
Wan VACE provides comprehensive support for object reference images and video frames, enabling precise visual element control.
Video Manipulation
Wan 2.1 Sophisticated content regeneration through advanced operations like selective erasing and local expansion.
Region Control
Precise local modification system using binary 0/1 signals for detailed area editing.
Control Integration
Wan 2.1's comprehensive control system supports depth maps, optical flow, layouts, grayscale, line drawings, and pose estimation.
Unified Processing
Seamless integration of text, images, videos, masks, and control signals into a unified processing pipeline.
2Wan 2.1 Complete Video Solution
Content Control
Precise content replacement, addition, and deletion capabilities within specified video regions.
Temporal Control
Wan VACE enables flexible video duration control with seamless extension at both start and end points.
Spatial Control
Advanced spatial control supporting progressive background generation while maintaining subject integrity.
Task Integration
Unified approach to video generation, pose control, background replacement, and region editing in one powerful model.
3Technical Innovations
Advanced Input Architecture
Wan 2.1's Video Condition Unit (VCU) implements flexible and unified input handling for all content types.
Token Processing
Advanced multimodal token system enables sophisticated encoding for diffusion Transformer processing.
Context System
Efficient context adapter fine-tuning while preserving core model capabilities.
Performance Metrics
Significant improvements across all metrics compared to previous versions.
The Future of AI Video Creation
Wan 2.1 VACE represents a breakthrough in AI video technology, offering unprecedented creative control. Its ability to combine various capabilities seamlessly not only simplifies the creative process but establishes a new standard in AI video generation technology.