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.

Date of Patent:
Oct. 20, 2026

Filed:

Mar. 28, 2024
Applicant:

Paypal, Inc., San Jose, CA (US);

Inventor:

Pankaj Sarin, Fremont, CA (US);

Assignee:

PayPal, Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/20 (2020.01);
U.S. Cl.
CPC ...
G06F 40/20 (2020.01);
Abstract

Methods and systems are presented for reducing computer power consumption and speeding system response times by dynamically generating and deploying one or more small language models (SLMs) to facilitate automated interactions with users. A context is derived for a chat session based on an utterance submitted by the user and other contextual information associated with the chat session. A SLM is generated specifically for the chat session based on the context. The SLM can be generated by extracting one or more portions of an internal structure of a large language model (LLM), or by merging two or more pre-generated SLMs. The SLM is deployed to generate content for the chat session. When it is detected that the context has changed, the SLM can be updated by incorporating additional parameters from the LLM to continue facilitating automated interactions with the user during the chat session.


Find Patent Forward Citations

Sarin, Pankaj. (2026). Dynamic deployment of small language models (U.S. Patent No. 12769937). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12769937

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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