Comparative Study of Large Language Model Architectures on Frontier

1 February 2024

Papers citing "Comparative Study of Large Language Model Architectures on Frontier"

7 / 7 papers shown

Title
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Shang Zhu Jan Janssen Calvin Li Ian T. Foster B. Blaiszik 45 0 0 05 May 2025
Demystifying the Communication Characteristics for Distributed Transformer Models Quentin G. Anthony Benjamin Michalowicz Jacob Hatef Lang Xu Mustafa Abduljabbar A. Shafi Hari Subramoni D. Panda AI4CE 28 2 0 19 Aug 2024
Sequence Length Scaling in Vision Transformers for Scientific Images on Frontier A. Tsaris Chengming Zhang Xiao Wang Junqi Yin Siyan Liu ... Jong Youl Choi M. Wahib Dan Lu Prasanna Balaprakash Feiyi Wang 16 1 0 17 Apr 2024
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 125 614 0 26 Apr 2023
MCR-DL: Mix-and-Match Communication Runtime for Deep Learning Quentin G. Anthony A. A. Awan Jeff Rasley Yuxiong He A. Shafi Mustafa Abduljabbar Hari Subramoni D. Panda MoE 26 7 0 15 Mar 2023
MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction Tanishq Gupta Mohd Zaki N. M. A. Krishnan Mausam 44 176 0 30 Sep 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020