compressing

Definition

Reducing a model's size or compute cost while preserving its behavior — an umbrella covering pruning, quantization, distillation, and low-rank factorization. The goal is cheaper storage and faster inference, especially on devices. Unlike data compression it is deliberately lossy and there is no requirement to recover the original: the metric is how much can be removed before accuracy degrades.