Showing cs.ITShow all
2 papers · 1 filter
cs.IT2026
Price of metric universality in vector quantization is at most 0.11 bit
Alina Harbuzova, Or Ordentlich, Yury Polyanskiy
Fast computation of a matrix product is a workhorse of modern LLMs. To make their deployment more efficient, a popular approach is that of using a low-precision approxim…
cs.IT2026
High-Rate Quantized Matrix Multiplication I
Or Ordentlich, Yury Polyanskiy
This paper investigates the problem of quantized matrix multiplication (MatMul), which has become crucial for the efficient deployment of large language models (LLMs). We consider…