The Costly Dilemma: Generalization, Evaluation and Cost-Optimal Deployment of Large Language Models

15 August 2023

Papers citing "The Costly Dilemma: Generalization, Evaluation and Cost-Optimal Deployment of Large Language Models"

6 / 6 papers shown

Title
Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents Yashar Talebirad Amirhossein Nadiri LLMAG 114 233 0 05 Jun 2023
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance Lingjiao Chen Matei A. Zaharia James Zou LLMAG 173 245 0 09 May 2023
The Future of ChatGPT-enabled Labor Market: A Preliminary Study in China Lan Chen Xi Chen Shiyu Wu Yaqi Yang Meng Chang Hengshu Zhu 54 17 0 14 Apr 2023
Training Compute-Optimal Large Language Models Jordan Hoffmann Sebastian Borgeaud A. Mensch Elena Buchatskaya Trevor Cai ... Karen Simonyan Erich Elsen Jack W. Rae Oriol Vinyals Laurent Sifre AI4TS 208 1,980 0 29 Mar 2022
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth Yihe Dong Jean-Baptiste Cordonnier Andreas Loukas 137 387 0 05 Mar 2021
Release Strategies and the Social Impacts of Language Models Irene Solaiman Miles Brundage Jack Clark Amanda Askell Ariel Herbert-Voss ... Miles McCain Alex Newhouse Jason Blazakis Kris McGuffie Jasmine Wang 87 632 0 24 Aug 2019