The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 15, 2022
Filed:
Dec. 31, 2019
Meta Platforms, Inc., Menlo Park, CA (US);
Prince Gill, Menlo Park, CA (US);
Honglei Liu, Menlo Park, CA (US);
Wenhai Yang, Menlo Park, CA (US);
Kshitiz Malik, Menlo Park, CA (US);
Nanshu Wang, Menlo Park, CA (US);
David Reiss, Menlo Park, CA (US);
Meta Platforms, Inc., Menlo Park, CA (US);
Abstract
Exemplary embodiments relate to methods, mediums, and systems for moving language models from a server to the client device. Such embodiments may be deployed in an environment where the server is not able to provide modeling services to the clients, such as an end-to-end encrypted (E2EE) environment. Several different techniques are described to address issues of size and complexity reduction, model architecture optimization, model training, battery power reduction, and latency reduction.