Enabling Energy-Efficient Deployment of Large Language Models on Memristor Crossbar : A Synergy of Large and Small

Large language models (LLMs) have garnered substantial attention due to their promising applications in diverse domains. Nevertheless, the increasing size of LLMs comes with a significant surge in the computational requirements for training and deployment. Memristor crossbars have emerged as a promi...

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Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 2 vom: 26. Feb., Seite 916-933
Auteur principal:	Wang, Zhehui (Auteur)
Autres auteurs:	Luo, Tao, Liu, Cheng, Liu, Weichen, Goh, Rick Siow Mong, Wong, Weng-Fai
Format:	Article en ligne
Langue:	English
Publié:	2025
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article