This repo is essentially a “batteries included” collection of Wan 2.1 video-generation checkpoints, packaged specifically for the Wan2GP project. The pitch is very practical: instead of hunting down the right variants and wiring them into a local UI, Wan2GP can auto-pull models adapted to your architecture and offer a web interface plus helper tools (mask editor, prompt enhancement, and temporal/spatial controls).
What makes it worth noting isn’t a brand-new architecture — it’s the focus on accessibility. The README explicitly calls out running on low VRAM (down to ~6GB for some setups) and supporting older consumer GPUs, which is a real constraint for people trying to experiment with open-source video models without a top-end workstation. If you want to try it, start from Wan2GP’s setup guide, then select the smallest/most compatible Wan 2.1 option first to confirm your pipeline is stable (VRAM, drivers, and performance), before moving up to larger variants or adding LoRAs.
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Source listing: https://huggingface.co/models?sort=modified