US 12,314,321 B1
Automated selection of foundation models for client-specific generative artificial intelligence needs
Ahamed Jalaldeen Shahul Hamid, Bangalore (IN); Mukundan Sundararajan, Bangalore (IN); Deepak Malik, Gurgaon (IN); and Hemant Singh, Gurgaon (IN)
Assigned to International Business Machines Corporation, Armonk, NY (US)
Filed by International Business Machines Corporation, Armonk, NY (US)
Filed on May 8, 2024, as Appl. No. 18/658,081.
Int. Cl. G06F 16/90 (2019.01); G06F 16/9035 (2019.01)
CPC G06F 16/9035 (2019.01) 20 Claims
OG exemplary drawing
 
1. A computer-implemented method for automatically recommending appropriate foundation models, the computer-implemented method comprising:
generating, by a computer, using a foundation model advisor, a list of recommended foundation models, along with a corresponding ranking for each respective foundation model in the list based on a corresponding attribute matching score and a justification for the corresponding ranking of each respective foundation model;
determining a subset of foundation models based on the justification to form the list of recommended foundation models;
in response to the determining the subset of foundation models,
sending, by the computer, using the foundation model advisor, the list of the recommended foundation models, along with the corresponding ranking for each respective foundation model in the list and the justification for the corresponding ranking of each respective foundation model to a user;
receiving, by the computer, using the foundation model advisor, feedback from the user regarding accuracy of a user-selected foundation model from the list of the recommended foundation models; and
adjusting, by the computer, using a generative AI manager, the user-selected foundation model based on the feedback received from the user regarding the accuracy of the user-selected foundation model from the list of the recommended foundation models.