QuantaSpike: Short-Window Spike-Driven Quantization for Large Language Models

Bang Hu, Guowei Zhu, Changze Lv +4

Large language models (LLMs) achieve strong performance across many tasks but rely on dense multiply-accumulate (MAC) operations during inference, resulting in high energy cost. Sp…