公开(公告)号：US11501081B1

公开(公告)日：2022-11-15

申请号：US16731304

申请日：2019-12-31

Applicant: META PLATFORMS, INC.

Inventor： Prince Gill ,  Honglei Liu ,  Wenhai Yang ,  Kshitiz Malik ,  Nanshu Wang ,  David Reiss

IPC: G06F40/30 ,  H04L9/40 ,  G06N5/04 ,  G06N20/00 ,  H04L51/52

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.

公开(公告)号：US11455555B1

公开(公告)日：2022-09-27

申请号：US16731321

申请日：2019-12-31

Applicant: META PLATFORMS, INC.

Inventor： Prince Gill ,  Honglei Liu ,  Wenhai Yang ,  Kshitiz Malik ,  Nanshu Wang ,  David Reiss

IPC: G06N5/04 ,  G06N20/00

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.