LM4HPC: Towards Effective Language Model Application in High-Performance
Computing

LM4HPC: Towards Effective Language Model Application in High-Performance Computing

26 June 2023

T. Vanderbruggen

Papers citing "LM4HPC: Towards Effective Language Model Application in High-Performance Computing"

15 / 15 papers shown

Title
ChatVis: Automating Scientific Visualization with a Large Language Model Tanwi Mallick Orcun Yildiz David Lenz Tom Peterka 27 1 0 07 Oct 2024
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
HPC-GPT: Integrating Large Language Model for High-Performance Computing Xianzhong Ding Le Chen M. Emani Chunhua Liao Pei-Hung Lin T. Vanderbruggen Zhen Xie Alberto Cerpa Wan Du LM&MA AI4MH 27 26 0 03 Oct 2023
Comparing Llama-2 and GPT-3 LLMs for HPC kernels generation Pedro Valero-Lara Alexis Huante Mustafa Al Lail William F. Godoy K. Teranishi Prasanna Balaprakash Jeffrey S. Vetter ELM 15 19 0 12 Sep 2023
Can Large Language Models Find And Fix Vulnerable Software? David Noever ELM 47 22 0 20 Aug 2023
Scope is all you need: Transforming LLMs for HPC Code Tal Kadosh N. Hasabnis Vy A. Vo Nadav Schneider Neva Krien ... Ted Willke G. Tamir Yuval Pinter Tim Mattson Gal Oren 26 12 0 18 Aug 2023
Quantifying OpenMP: Statistical Insights into Usage and Adoption Tal Kadosh N. Hasabnis Tim Mattson Yuval Pinter Gal Oren 21 10 0 15 Aug 2023
Data Race Detection Using Large Language Models Le Chen Xianzhong Ding M. Emani T. Vanderbruggen Pei-Hung Lin Chunhua Liao 27 17 0 15 Aug 2023
MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers Nadav Schneider Tal Kadosh N. Hasabnis Tim Mattson Yuval Pinter Gal Oren 36 8 0 16 May 2023
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions Minghao Wu Abdul Waheed Chiyu Zhang Muhammad Abdul-Mageed Alham Fikri Aji ALM 135 119 0 27 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 339 2,232 0 22 Mar 2023
HDformer: A Higher Dimensional Transformer for Diabetes Detection Utilizing Long Range Vascular Signals Ella Lan MedIm 20 1 0 17 Mar 2023
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Chenyu You Guosheng Lin 246 1,492 0 02 Sep 2021