The Problem: Challenges in Long-Range Sequence Modeling

• Modeling very long sequences is computationally expensive and memory-intensive
• Developers and researchers struggle with capturing long-range dependencies efficiently
• Without solutions, models face slow training, high resource costs, and limited scalability