FramePack - Next-Frame Prediction AI Video Generator
Generate thousands of frames at full fps-30 with 13B models using 6GB laptop GPU memory.
Video diffusion, but feels like image diffusion. The most efficient AI video generation solution.
Image To Video Examples
The Ultimate Next-Frame Prediction Model for AI Video Generation
FramePack is a revolutionary next-frame prediction neural network structure that compresses input contexts to a constant length, making the generation workload invariant to video length. It achieves O(1) computation complexity for streaming, setting new standards in AI video generation.
- Efficient Memory UsageGenerate high-quality videos using just 6GB GPU memory on laptops with RTX 3060.
- Fast GenerationAchieve 1.5-2.5 seconds per frame on RTX 4090, or 4-8x slower on laptops with 3070ti/3060.
- Anti-DriftingOur bi-directional sampling method fundamentally solves the drifting problem in video generation.
Why Choose FramePack for AI Video Generation
Create high-quality AI-generated videos with minimal hardware requirements, perfect for personal experiments and professional projects. The most efficient solution for next-frame prediction.
Key Features of FramePack AI Video Generator
Everything you need to create stunning AI-generated videos with minimal hardware requirements. The most advanced next-frame prediction technology.
Memory Efficiency
Generate videos using just 6GB GPU memory on laptops with RTX 3060.
Fast Processing
1.5-2.5 seconds per frame on RTX 4090, optimized for performance.
Anti-Drifting
Bi-directional sampling method to prevent quality degradation in long videos.
Flexible Scheduling
Customize compression patterns and frame importance for optimal results.
High Quality
Generate 5-60 seconds videos at 30fps with consistent quality.
Easy Integration
Simple API for personal experiments and professional projects.
What Users Say About FramePack
Hear from researchers and developers who use FramePack for their video generation needs.
David Chen
AI Researcher
FramePack's memory efficiency is revolutionary. I can now run video generation experiments on my laptop!
Rachel Kim
ML Engineer
The anti-drifting sampling method solved our long-standing quality degradation issues in video generation.
Marcus Thompson
Research Scientist
FramePack's flexible scheduling allows us to optimize for different use cases with minimal hardware requirements.
Frequently Asked Questions About FramePack AI Video Generation
Have questions about our next-frame prediction AI video generator? Find answers below or contact us directly.
How does FramePack work?
FramePack is a next-frame prediction model that compresses input contexts to a constant length, making the generation workload invariant to video length. It achieves O(1) computation complexity for streaming.
What are the hardware requirements?
FramePack requires an Nvidia GPU in RTX 30XX, 40XX, or 50XX series that supports fp16 and bf16. You need at least 6GB GPU memory for optimal performance.
How fast is the video generation?
On high-end GPUs like RTX 4090, FramePack generates at a speed of 1.5-2.5 seconds per frame. On laptops with 3070ti or 3060, it's about 4x to 8x slower.
What is anti-drifting sampling?
Anti-drifting sampling is a bi-directional sampling method that fundamentally solves the quality degradation problem in long video generation by breaking causality.
How long can the videos be?
FramePack can generate videos from 5 to 60 seconds at 30fps, depending on your hardware configuration and requirements.
What is flexible scheduling?
Flexible scheduling allows you to customize compression patterns and frame importance based on your specific needs, optimizing for different use cases.