NORA: Noise-Optimized Rescaling of LLMs on Analog Compute-in-Memory Accelerators
Design, Automation, and Test in Europe(2025)
Key words
Large Language Models,Deep Neural Network,Gaussian Noise,Additive Noise,Additive Gaussian Noise,Load Data,Accuracy Loss,Artificial Intelligence Applications,Quantization Noise,Activation Function,Accuracy Of Model,Scaling Factor,Kurtosis,Matrix Multiplication,Vector Of Values,Output Current,Transformer Model,Memory Devices,Input Range,Non-volatile Memory,Non-volatile Memory Devices,Resistive Random Access Memory,Accuracy Drop,Ohm’s Law
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