Beyond the model: Key differentiators in large language models and multi-agent services

5 May 2025

Papers citing "Beyond the model: Key differentiators in large language models and multi-agent services"

5 / 5 papers shown

Title
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model DeepSeek-AI Aixin Liu Bei Feng Bin Wang Bingxuan Wang ... Zhuoshu Li Zihan Wang Zihui Gu Zilin Li Ziwei Xie MoE 78 456 0 07 May 2024
Memory Efficient Optimizers with 4-bit States Bingrui Li Jianfei Chen Jun Zhu MQ 56 38 0 04 Sep 2023
A Simple and Effective Pruning Approach for Large Language Models Mingjie Sun Zhuang Liu Anna Bair J. Zico Kolter 119 411 0 20 Jun 2023
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance Lingjiao Chen Matei A. Zaharia James Zou LLMAG 145 234 0 09 May 2023
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 371 10,273 0 17 Jun 2021