Wan2.1-2.2 contains open-source video generative models from the Wan family, optimized for low VRAM usage (as low as 6GB). It supports image-to-video generation and is compatible with the WanGP toolkit. The models are designed to run on older GPUs such as the RTX 10-series.
In the Other AI space, Wan takes a focused approach. It focuses on generating high-quality videos from images or text on consumer-grade GPUs with limited VRAM. It is built as an open-source project for developers. Wan is open source under the Open Source license. Wan is available on the web, API, and the command line.
It is developed by wan-world, and the product first shipped in 2025. Development happens publicly on GitHub with 6.7k stars and 236 commits in the last 90 days. Key capabilities include Video Generation, Low VRAM Support, and image-to-Video.
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