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:
Jun. 23, 2026
Filed:
Nov. 25, 2022
Amazon Technologies, Inc., Seattle, WA (US);
Lakshmi Naarayanan Ramakrishnan, Redmond, WA (US);
Andrea Olgiati, Gilroy, CA (US);
Ankur Mehrotra, Sammamish, WA (US);
Karthik Gurumoorthy Subramanya Bharathy, Sammamish, WA (US);
Rakesh Ramakrishnan, Issaquah, WA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Confidential tuning of pre-trained machine learning models may be provided. A request associated with a model user account to fine-tune a pre-trained machine learning model with model access restrictions may be received. The pre-trained machine learning model may be one of many pre-trained machine learning models uploaded for selection and fine-tuning. The pre-trained machine learning model may be further trained using a request specified data set, with the model access restrictions and access restrictions for the data set being enforced as part of the training. Then, the fine-tuned machine learning model may be made available for invocation by an application associated with the model user account without violating the model access restrictions and data access restrictions.