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2309.07103
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Comparing Llama-2 and GPT-3 LLMs for HPC kernels generation
12 September 2023
Pedro Valero-Lara
Alexis Huante
Mustafa Al Lail
William F. Godoy
K. Teranishi
Prasanna Balaprakash
Jeffrey S. Vetter
ELM
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Papers citing
"Comparing Llama-2 and GPT-3 LLMs for HPC kernels generation"
6 / 6 papers shown
Title
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions
K. Teranishi
Harshitha Menon
William F. Godoy
Prasanna Balaprakash
David Bau
...
Swaroop Pophale
Pedro Valero-Lara
Jeffrey S. Vetter
Samuel Williams
Aaron R. Young
33
0
0
13 May 2025
KernelBench: Can LLMs Write Efficient GPU Kernels?
Anne Ouyang
Simon Guo
Simran Arora
Alex L. Zhang
William Hu
Christopher Ré
Azalia Mirhoseini
ALM
52
2
0
14 Feb 2025
Performance-Aligned LLMs for Generating Fast Code
Daniel Nichols
Pranav Polasam
Harshitha Menon
Aniruddha Marathe
T. Gamblin
A. Bhatele
35
8
0
29 Apr 2024
The Landscape and Challenges of HPC Research and LLMs
Le Chen
Nesreen K. Ahmed
Akashnil Dutta
Arijit Bhattacharjee
Sixing Yu
...
Vy A. Vo
J. P. Muñoz
Ted Willke
Tim Mattson
Ali Jannesari
AI4CE
48
20
0
03 Feb 2024
OMPGPT: A Generative Pre-trained Transformer Model for OpenMP
Le Chen
Arijit Bhattacharjee
Nesreen Ahmed
N. Hasabnis
Gal Oren
Vy A. Vo
Ali Jannesari
VLM
31
11
0
28 Jan 2024
Evaluating performance and portability of high-level programming models: Julia, Python/Numba, and Kokkos on exascale nodes
William F. Godoy
Pedro Valero-Lara
T. E. Dettling
C. Trefftz
Ian Jorquera
T. Sheehy
Ross G. Miller
Marc Gonzalez-Tallada
Jeffrey S. Vetter
Valentin Churavy
ELM
35
19
0
10 Mar 2023
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