AI & ML Research 3 Hours

Last updated: June 3, 2026, 11:43 AM ET

AI & ML Research

I Built a C++ Backend So My GPU Would Stop Eating Air demonstrates hardware-aware sequence packing techniques that eliminate padding overhead in LLM inference, potentially improving GPU utilization by up to 40% during production workloads. The optimization addresses memory fragmentation issues common in transformer model deployments where variable-length sequences create inefficient resource allocation patterns.