Search Results for author: Weijian Zheng

Found 3 papers, 1 papers with code

S3LLM: Large-Scale Scientific Software Understanding with LLMs using Source, Metadata, and Document

1 code implementation15 Mar 2024 Kareem Shaik, Dali Wang, Weijian Zheng, Qinglei Cao, Heng Fan, Peter Schwartz, Yunhe Feng

S3LLM demonstrates the potential of using locally deployed open-source LLMs for the rapid understanding of large-scale scientific computing software, eliminating the need for extensive coding expertise, and thereby making the process more efficient and effective.

Natural Language Queries

Rapid detection of rare events from in situ X-ray diffraction data using machine learning

no code implementations7 Dec 2023 Weijian Zheng, Jun-Sang Park, Peter Kenesei, Ahsan Ali, Zhengchun Liu, Ian T. Foster, Nicholas Schwarz, Rajkumar Kettimuthu, Antonino Miceli, Hemant Sharma

These methods are often combined with external stimuli such as thermo-mechanical loading to take snapshots over time of the evolving microstructure and attributes.

Representation Learning

Benchmarking and In-depth Performance Study of Large Language Models on Habana Gaudi Processors

no code implementations29 Sep 2023 Chengming Zhang, Baixi Sun, Xiaodong Yu, Zhen Xie, Weijian Zheng, Kamil Iskra, Pete Beckman, Dingwen Tao

Thirdly, we evaluate the performance of Transformers on GAUDI, particularly in handling long sequences and uncovering performance bottlenecks.

Benchmarking Computational Efficiency

Cannot find the paper you are looking for? You can Submit a new open access paper.