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Efficient scaling of large language models with mixture of experts and 3D analog in-memory computing

Julian Büchel, Athanasios Vasilopoulos, William Simon, Irem Boybat, Hsinyu Tsai, Geoffrey W. Burr, Hernan Castro, B. Filipiak, Manuel Le Gallo, Abbas Rahimi, Vijay Narayanan, Abu Sebastian

2025Nature Computational Science31 citationsDOI

Topics & Concepts

Computer scienceBottleneckScalabilityInferenceSoftware deploymentMemory footprintLeverage (statistics)Computer architectureDistributed computingEmbedded systemArtificial intelligenceDatabaseOperating systemAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance DevicesNeural Networks and Reservoir Computing
Efficient scaling of large language models with mixture of experts and 3D analog in-memory computing | Litcius