Search Results - "Gosal, Gurpreet"

Transmitarray Antenna Design Using Forward and Inverse Neural Network Modeling by Gosal, Gurpreet, Almajali, Eqab, McNamara, Derek, Yagoub, Mustapha

“…Transmitarray work begins with the setting up of a database of transmission coefficients versus element parameters. This database has to be inverted as part of…”
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Improving Resnet-9 Generalization Trained on Small Datasets by Awad, Omar Mohamed, Hajimolahoseini, Habib, Lim, Michael, Gosal, Gurpreet, Ahmed, Walid, Liu, Yang, Deng, Gordon

“…This paper presents our proposed approach that won the first prize at the ICLR competition on Hardware Aware Efficient Training. The challenge is to achieve…”
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Cerebras-GPT: Open Compute-Optimal Language Models Trained on the Cerebras Wafer-Scale Cluster by Dey, Nolan, Gosal, Gurpreet, Zhiming, Chen, Khachane, Hemant, Marshall, William, Pathria, Ribhu, Tom, Marvin, Hestness, Joel

“…We study recent research advances that improve large language models through efficient pre-training and scaling, and open datasets and tools. We combine these…”
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Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches by Christophe, Clément, Kanithi, Praveen K, Munjal, Prateek, Raha, Tathagata, Hayat, Nasir, Rajan, Ronnie, Al-Mahrooqi, Ahmed, Gupta, Avani, Salman, Muhammad Umar, Gosal, Gurpreet, Kanakiya, Bhargav, Chen, Charles, Vassilieva, Natalia, Amor, Boulbaba Ben, Pimentel, Marco AF, Khan, Shadab

“…This study presents a comprehensive analysis and comparison of two predominant fine-tuning methodologies - full-parameter fine-tuning and parameter-efficient…”
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Bilingual Adaptation of Monolingual Foundation Models by Gosal, Gurpreet, Xu, Yishi, Ramakrishnan, Gokul, Joshi, Rituraj, Sheinin, Avraham, Zhiming, Chen, Mishra, Biswajit, Vassilieva, Natalia, Hestness, Joel, Sengupta, Neha, Sahu, Sunil Kumar, Jia, Bokang, Pandit, Onkar, Katipomu, Satheesh, Kamboj, Samta, Ghosh, Samujjwal, Pal, Rahul, Mullah, Parvez, Doraiswamy, Soundar, Chami, Mohamed El Karim, Nakov, Preslav

“…We present an efficient method for adapting a monolingual Large Language Model (LLM) to another language, addressing challenges of catastrophic forgetting and…”
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Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models by Sengupta, Neha, Sahu, Sunil Kumar, Jia, Bokang, Katipomu, Satheesh, Li, Haonan, Koto, Fajri, Marshall, William, Gosal, Gurpreet, Liu, Cynthia, Chen, Zhiming, Afzal, Osama Mohammed, Kamboj, Samta, Pandit, Onkar, Pal, Rahul, Pradhan, Lalit, Mujahid, Zain Muhammad, Baali, Massa, Han, Xudong, Bsharat, Sondos Mahmoud, Aji, Alham Fikri, Shen, Zhiqiang, Liu, Zhengzhong, Vassilieva, Natalia, Hestness, Joel, Hock, Andy, Feldman, Andrew, Lee, Jonathan, Jackson, Andrew, Ren, Hector Xuguang, Nakov, Preslav, Baldwin, Timothy, Xing, Eric

“…We introduce Jais and Jais-chat, new state-of-the-art Arabic-centric foundation and instruction-tuned open generative large language models (LLMs). The models…”
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