Quantization Trend 2026

Quantization reduces the precision of numbers in machine learning models, shrinking their size and boosting speed. It converts high-precision weights to lower-bit formats, enabling efficient deployment on edge devices like smartphones and IoT hardware. Developers gain faster inference, while users enjoy smoother app performance.