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:
Sep. 30, 2025

Filed:

Nov. 30, 2023
Applicant:

B.yond, Inc., Redmond, WA (US);

Inventors:

Łukasz Tulczyjew, Gliwice, PL;

Nathanael Weill, Cote Saint Luc, CA;

Charles Abondo, Nuns Island, CA;

Albert Khoury Aouad, Ottawa, CA;

Assignee:

B.yond, Inc., Redmond, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 43/067 (2022.01); H04L 41/16 (2022.01);
U.S. Cl.
CPC ...
H04L 43/067 (2013.01); H04L 41/16 (2013.01);
Abstract

Embodiments relate to generating specialized large language models by performing transfer learning on a base large language model. The base large language model is trained using network traffic capture files as training data to predict information in a network traffic capture file during inference. The base large language model is modified into specialized large language models for including in different applications for performing communication network analysis. In this way, the specialized large language models may be developed in an expedient and efficient manner by leveraging the training performed on the base large language model.


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