ALEXANDRIA, Va., Feb. 17 -- United States Patent no. 12,555,045, issued on Feb. 17, was assigned to INTUIT INC. (Mountainview, Calif.).
"Gradient-based model merging" was invented by Guy Lev (Giv'atayim, Israel), Matan Vetzler (Ramat Gan, Israel), Shai Ardazi (Petach Tikva, Israel) and Linoy Cohen (Ramat Gan, Israel).
According to the abstract* released by the U.S. Patent & Trademark Office: "Certain aspects of the disclosure provide techniques for model merging. A method may include, for each respective model of multiple models trained for multiple domains: processing a multiple questions to generate multiple predicted answers; for each respective predicted answer: generating a gradient vector indicating, for each weight of the respectiv...