Facebook, Inc.

Meta Platforms, Inc.

David Scott Reiss

David Harry Garcia

Shaheen Ashok Gandhi

Wenhai Yang

Honglei Liu

Kshitiz Malik

Nanshu Wang

Prince Gill

Matthew Nicholas Papakipos

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.

Methods, mediums, and systems for providing a model for an end-user device

Methods, mediums, and systems for training a model

Methods, mediums, and systems for representing a model in a memory of device

In one embodiment, in response to data to be transmitted to or from an electronic device, the electronic device determines whether the electronic device currently has a first network connection with a sufficiently high bandwidth. If the electronic device currently does not have a first network connection with a sufficiently high bandwidth, then the electronic device estimates a future time when the electronic device is likely to have a second network connection with a sufficiently high bandwidth, and schedules transmission of the data at the future time.

Data transmission between devices based on bandwidth availability

In one embodiment, receiving a notice that a new version of a user interface of an application is available; storing information about the new version of the user interface; requesting permission from the application to update the user interface to the new version; and if the application grants the permission, then replacing an old version of the user interface of the application with the new version.

Update application user interfaces on client devices

Growing community of inventors

Mountain View, CA, United States of America

David Scott Reiss