ALEXANDRIA, Va., Dec. 9 -- United States Patent no. 12,493,734, issued on Dec. 9, was assigned to QpiAI India Private Ltd. (Bangalore, India).
"Systems and methods for optimizing mixture-of-experts model placement using QUBO-based bin packing" was invented by Aswanth Krishnan (Bengaluru, India), Sachin Kumar (Bengaluru, India), Lakshya Priyadarshi (Lucknow, India) and Nagendra Nagaraja (Bangalore, India).
According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for optimizing the placement of experts in a mixture-of-experts (MoE) model are disclosed. A system can include one or more processors coupled to non-transitory memory. The system can obtain a set of attributes of a plurality of hardware compo...