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Quantization

Plain-language explainer of Quantization, with related catalog pages.

Definition

Quantization stores model weights (and sometimes activations) in lower-precision numbers to reduce memory and speed up inference.

How it works

Common formats include 8-bit and 4-bit. The tradeoff is quality versus hardware fit. Always measure your actual tasks after quantizing.