Framepack

What is Framepack?

FramePack is a groundbreaking video diffusion technology that enables next-frame prediction on consumer GPUs. By efficiently packing frame context and using constant-length input, it makes high-quality video generation accessible to users with just 6GB VRAM.

Frame context packing is FramePack's core innovation that efficiently compresses information from previous frames into a constant-length format. This allows the model to maintain temporal consistency without requiring increasing memory as the video lengthens.

Enables high-quality video generation on consumer GPUs.

Accessible to users with just 6GB VRAM.

Maintains temporal consistency without increasing memory requirements.

Framepack Features

FramePack is a groundbreaking video diffusion technology that enables high-quality video generation on consumer GPUs with just 6GB VRAM. It works by efficiently packing frame context information and using a constant-length input format, allowing it to generate videos frame-by-frame even on hardware with limited VRAM.

One of the core innovations of FramePack is its frame context packing, which compresses information from previous frames into a constant-length format. This feature allows the model to maintain temporal consistency without requiring increasing memory as the video lengthens.

Enables next-frame prediction on consumer GPUs.

Maintains high-quality video generation with limited VRAM.

Utilizes a constant-length input format for efficient processing.

Ensures temporal consistency across frames.

Why Framepack?

FramePack is a groundbreaking video diffusion technology that enables high-quality video generation on consumer GPUs with just 6GB VRAM. Its innovative frame context packing allows for efficient compression of information from previous frames, maintaining temporal consistency without the need for increasing memory as video lengthens. This makes it an ideal solution for creators looking to produce high-quality content quickly and efficiently.

Some of the key benefits of using FramePack include:

Fast and efficient video prototyping, saving countless hours in production.

High-quality video generation on standard consumer hardware.

Flexibility to work from anywhere, enhancing productivity for independent creators.

Support for longer sequences, accelerating research cycles in video generation.

How to Use Framepack

Getting started with FramePack is straightforward, thanks to its user-friendly design and comprehensive documentation. To begin using FramePack, ensure that you have a compatible NVIDIA GPU with at least 6GB of VRAM, as well as the necessary software dependencies like CUDA and PyTorch 2.6+. Once your system is set up, you can easily install FramePack and start generating high-quality videos frame-by-frame.

Here are some key features and benefits of using FramePack:

Open-source technology that allows for next-frame prediction on consumer GPUs.

Efficient frame context packing that maintains temporal consistency without increasing memory usage.

Ability to generate high-quality videos even on hardware with limited VRAM.

Supports experimentation with longer sequences, enhancing video generation research.

Ready to see what Framepack can do for you?[@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` propand experience the benefits firsthand.