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FramePack enables high-quality AI video generation on low VRAM GPUs using efficient temporal compression.
FramePack-github is an innovative video diffusion platform designed to enable high-quality AI-driven video generation directly on consumer-grade GPUs with as little as 6GB of VRAM. Utilizing a revolutionary frame context packing technique, FramePack compresses and manages temporal information efficiently, allowing users to generate consistent, high-quality video sequences without the need for expensive cloud services or high-end hardware. This technology supports next-frame prediction by maintaining a constant-length input, which prevents the common issue of quality degradation over time, known as drifting, through its bi-directional sampling approach. FramePack’s open-source nature encourages customization and community contributions, making it a versatile tool for a wide range of video creation needs. The platform showcases diverse video examples including fashion shorts, product showcases, travel documentaries, food explorations, sports moments, creative ads, daily life, and nature scenery, demonstrating its broad applicability and creative potential.
