Vector Post-Training Quantization (VPTQ) is a novel Post-Training Quantization method that leverages Vector Quantization to high accuracy on LLMs at an extremely low bit-width (<2-bit). VPTQ can ...

Abstract: With the rapid development of the Internet, explosive access requests pose significant challenges to server performance and capacity. Considering the inefficiencies of current load balancing ...

Abstract: The increasing demand for reliable and resilient power supply, seamless renewable energy integration, cost reduction, and electrification of remote areas has led to the growing adoption of ...