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

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE(2025)

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Key words
Memristors,Computer architecture,Random access memory,Nonvolatile memory,Computational modeling,Neural networks,Mathematical models,Energy efficiency,Energy consumption,Transistors,Large language model (LLM),memristor crossbar,model deployment,natural language processing,non-volatile memory
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