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Jun, 2023
LM4HPC：高性能计算中有效的语言模型应用
LM4HPC: Towards Effective Language Model Application in High-Performance Computing
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Le Chen, Pei-Hung Lin, Tristan Vanderbruggen, Chunhua Liao, Murali Emani...
TL;DR
本文设计了LM4HPC框架，以促进利用语言模型进行高性能计算(HPC)软件分析和优化的研究和开发。该框架针对支持HPC的数据集、AI模型和流水线进行了定制，可以帮助用户快速评估一组最先进的模型并生成有洞察力的排行榜。
Abstract
In recent years,
language models
(LMs), such as
gpt-4
, have been widely used in multiple domains, including natural language processing, visualization, and so on. However, applying them for analyzing and optimizi
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