FramePack AI - Generate AI videos with your own local GPU

Framepack AI, developed by researchers at Stanford University, is a major advancement in the world of video generation technology. Designed to overcome the long-standing "forgetting-drifting dilemma" in AI video models, Framepack AI introduces a smart compression method that maintains a fixed transformer context length, no matter how long the video is. This breakthrough allows AI systems to generate and process long-form videos efficiently without a spike in computational demands.

Instead of treating all frames equally, Framepack AI compresses less critical frames more aggressively while preserving key visuals, leading to optimized memory usage and better output quality. It also integrates easily with existing video diffusion models through fine-tuning, without needing complete retraining. The result is faster, higher-quality video generation with broader scalability — making it a valuable tool for future AI media applications.

Key Features:

• Fixed transformer context length for all video durations
• Progressive frame compression based on importance
• Anti-drifting bi-directional frame sampling
• Compatible with existing pretrained video models
• Balanced diffusion scheduling for enhanced visual quality
• Enables higher batch sizes for faster training