Wan2.1 is a collection of open video generative models hosted by DeepBeepMeep. Optimized for low VRAM usage (down to 6GB), the models support image-to-video and other video synthesis tasks. They integrate with the WanGP toolkit and are designed for users with older or modest GPUs who want accessible open-source video generation.
In the Foundation models & chat space, Wan takes a focused approach. It focuses on generating high-quality videos on consumer GPUs with limited VRAM using open models. Wan is an open-source project aimed at developers. Wan is open source under the Open Source license. It ships for the web and API.
It is developed by DeepBeepMeep, and it first shipped in 2025. The project is developed in the open on GitHub with 6.6k stars and 241 commits in the last 90 days. Key capabilities include Video Generation, Low VRAM Inference, and image-to-Video.
Summary written by a language model from the project’s public pages.
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