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:
Nov. 26, 2024

Filed:

Dec. 20, 2023
Applicant:

Vijay Madisetti, Alpharetta, GA (US);

Inventors:

Vijay Madisetti, Alpharetta, GA (US);

Arshdeep Bahga, Chandigarh, IN;

Assignee:

Other;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/332 (2019.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06F 16/3329 (2019.01); G06F 40/284 (2020.01);
Abstract

A method for training large language models (LLMs) and using them for inference including training a base LLM, creating connected models while training the base LLM by coupling multiple trained base a parallel, series, or hybrid architecture, creating specialized connected language models for different specialized processing tasks by supplementally training two or more connected models different respective training sets, supplementally training a subset of connected language models by selectively routing one or more training data inputs to one or more specialized connected language models of the plurality of specialized connected language models responsive to at least one of accuracy optimization and task specialization, and routing prompts or derived prompts to the subset.


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