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most citedAlignedKV: Reducing Memory Access of KV-Cache with Precision-Aligned Quantization

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cs.LG2024★ 1 cited

AlignedKV: Reducing Memory Access of KV-Cache with Precision-Aligned Quantization

Yifan Tan, Haoze Wang, Chao Yan +1

Model quantization has become a crucial technique to address the issues of large memory consumption and long inference times associated with LLMs. Mixed-precision quantization, whi…

cs.CC2024

Hilbert Functions and Low-Degree Randomness Extractors

Alexander Golovnev, Zeyu Guo, Pooya Hatami +2

For , consider the linear space of restrictions of degree- polynomials to . The Hilbert function of , denoted , is the…