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1 paper

cs.LG2026

Saturation Makes Quantization Error Additive: A Coverage Model with a Certificate

Joshua Hill

The paper demonstrates that for 4‑bit mixed‑precision quantization, the loss from quantizing a set of layers is largely additive across individual layers, and introduces a simple c…