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.
Wan sits in PulseGate's Foundation models & chat category. 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. The project is open source (Open Source). The product ships for the web and API.
It is developed by DeepBeepMeep, and the product 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. Among its 3 catalogued features are Video Generation, Low VRAM Inference, and image-to-Video.
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