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Comparative Study of Large Language Model Architectures on Frontier

Comparative Study of Large Language Model Architectures on Frontier

1 February 2024
Shantia Yarahmadian
A. Bose
Guojing Cong
Richard Yamada
Quentin Anthony
    ELM
ArXivPDFHTML

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
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
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
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
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
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
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
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
1