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.
Patent No.:
Date of Patent:
Sep. 22, 2026
Filed:
Jan. 28, 2025
Jpmorgan Chase Bank, N.a., New York, NY (US);
Sidharth Talwar, Greater Noida, IN;
Vipin Agarwal, Bangalore, IN;
Indu Indiramani, Bangalore, IN;
Sanjay Saran Garg, Bangalore, IN;
Ranjit Radhakrishnan, Mumbai, IN;
JPMORGAN CHASE BANK, N.A., New York, NY (US);
Abstract
A method and system for optimizing a chunk size for a large language model (LLM) are disclosed. The method includes receiving at least one from among a set of input data and a set of evaluation metrics for evaluating LLM performance. Next, the method includes segmenting the set of input data into a plurality of chunks of a set of predefined chunk sizes. Next, the method includes processing each of the chunks of data through the LLM to generate corresponding outputs. Next, the method includes calculating a comprehensive response quality index (CRQI) for each of the chunks based on the generated corresponding outputs, wherein the CRQI is calculated as weighted combination of the evaluation metrics. Thereafter, the method includes determining an optimal chunk from among the chunks based on the calculated CRQIs, wherein the chunk with largest value of the CRQI is determined as the optimal chunk.