The advent of large language models (LLMs) revolutionized natural language processing
applications, and running LLMs on edge devices has become increasingly attractive for …

Abstract The integration of Low-Rank Adaptation (LoRA) with the GPT-Neo model
significantly enhances its performance in medical knowledge tasks by leveraging the …

With the rapid growth in the number of large language model (LLM) users, it is difficult for
bandwidth-constrained cloud servers to simultaneously process massive LLM services in …

Large Language Models (LLM) has become a promising piece of new technology. However,
the power of LLMs can only be unleashed with a lot of computation. In this work, we firstly …