FramePack

FramePack is an innovative AI tool designed for creating dynamic videos from static images or text prompts through a next-frame prediction model. This technology generates videos frame by frame, allowing creators to preview and refine outputs in real time, ensuring that the final product meets their vision. By compressing input frame contexts to a constant length, FramePack maintains consistent computational workload regardless of video length, making it efficient for producing long, high-quality videos.

One of FramePack's key strengths is its ability to operate on consumer-grade laptops with as little as 6GB VRAM, supporting 13B models. This accessibility, combined with its capacity to process thousands of frames at 30fps, positions FramePack as a powerful tool for video generation. It also incorporates bi-directional sampling to prevent quality degradation in long videos, ensuring smooth animations.

FramePack offers users the flexibility to use text prompts to generate videos tailored to their creative needs. Licensed under Apache 2.0, it encourages community contributions and integrations with PyTorch, making it adaptable for diverse projects. Its open-source nature allows developers to integrate FramePack into their applications, expanding its potential uses in AI image-to-video creation.

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Website: frame-pack.com

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