28 citations · 28 across the 1 of their papers we have counts for
2 papers
cs.LG2025
From 2:4 to 8:16 sparsity patterns in LLMs for Outliers and Weights with Variance Correction
Egor Maximov, Yulia Kuzkina, Azamat Kanametov +4
As large language models (LLMs) grow in size, efficient compression techniques like quantization and sparsification are critical. While quantization maintains performance with redu…
cs.CL2024★ 28 cited
MedSyn: LLM-based Synthetic Medical Text Generation Framework
Gleb Kumichev, Pavel Blinov, Yulia Kuzkina +5
Generating synthetic text addresses the challenge of data availability in privacy-sensitive domains such as healthcare. This study explores the applicability of synthetic data in r…