2 papers
cs.LG2025
SDQ-LLM: Sigma-Delta Quantization for 1-bit LLMs of any size
Junhao Xia, Ming Zhao, Limin Xiao +1
Large language models (LLMs) face significant computational and memory challenges, making extremely low-bit quantization crucial for their efficient deployment. In this work, we in…
cs.CL2025
Chat3GPP: An Open-Source Retrieval-Augmented Generation Framework for 3GPP Documents
Long Huang, Ming Zhao, Limin Xiao +2
The 3rd Generation Partnership Project (3GPP) documents is key standards in global telecommunications, while posing significant challenges for engineers and researchers in the tele…