Quantization plays a crucial role in deploying Large Language Models (LLMs) in resource-constrained environments. However, the presence of outlier features significantly hinders low-bit quantization.

Abstract: With an increasing demand for efficient computational systems, the analysis is needed to address the challenge of developing a multi-operand adder capable of processing multi operands. The ...

Abstract: This article reports a high-density 3T1C single-finger (SF) embedded dynamic random access memory (eDRAM) compute-in-memory (CIM) macro. It features several techniques that enhance the ...

Travis Kelce's emotional night at Arrowhead Stadium may be his last with retirement decision looming More than 70 charged in major DOJ sweep With the penny going away, what should you do with the ones ...