Wan2.1 Image to Video (480p)

Wan2.1 is a cutting-edge video foundation model that excels in image-to-video generation 480p and outperforms existing open-source and state-of-the-art commercial solutions

Key Features of Wan2.1 (480p)

• SOTA Performance: Consistently outperforms existing open-source and commercial models across multiple benchmarks.

• Powerful Video VAE: Wan-VAE delivers exceptional efficiency and performance, encoding and decoding 1080P videos of any length while preserving temporal information.

• Architecture: Designed on the mainstream diffusion transformer paradigm with innovations like a novel spatio-temporal variational autoencoder (VAE).

• Data: Trained on a vast amount of curated and deduplicated image and video data, processed through a four-step data cleaning process.

Additional Information

• The models are licensed under the Apache 2.0 License, granting freedom of use while ensuring compliance with the license provisions.

• The model is capable of generating videos at 720P resolution; however, the results are generally less stable compared to 480P due to limited training at that resolution. It is recommended to use 480P resolution for optimal performance.

• Extensive manual evaluations confirm that Wan2.1 outperforms both closed-source and open-source models