ALEXANDRIA, Va., Sept. 1 -- United States Patent no. 12,725,058, issued on Sept. 1, was assigned to SAP SE (Walldorf, Germany).

"Deployment of machine learning models using large language models and few-shot learning" was invented by Rajesh Vellore Arumugam (Singapore), Anantharaman Ravi (Singapore), Isaac New Yi Qing (Singapore), Sundeep Gullapudi (Singapore) and Yi Quan Zhou (Singapore).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods, systems, and computer-readable storage media for providing, for a set of ML models, a set of training metrics determined using test data during a training phase, providing, for a production-use ML model, a set of inference metrics based on predictions generated by the p...