The Architecture of Precision: Variations in model quantizations

Summary of how quantization bridges the gap between trillion-parameter models and the hardware they run on, and why ‘smaller’ is almost always ‘faster’.

April 6, 2026 · 10 min

Mission Impossible: Fitting Trillion-Parameter Giants into 80GB GPUs

An introduction to optimizations for Large Language Models, covering GPU utilization, precision control, and memory management.

January 11, 2026 · 8 min