公开(公告)号：US20240320510A1

公开(公告)日：2024-09-26

申请号：US18680757

申请日：2024-05-31

申请人： Souvik Kundu ,  Sharath Nittur Sridhar ,  Sairam Sundaresan

发明人： Souvik Kundu ,  Sharath Nittur Sridhar ,  Sairam Sundaresan

IPC分类号： G06N3/096

CPC分类号： G06N3/096

摘要： Systems, apparatus, articles of manufacture, and methods for sensitivity-based fine-tuning of a machine learning model are disclosed. Example instructions cause at least one processor circuit to perform a sensitivity analysis of a foundational model to identify sensitivity scores of respective layers of the foundational model, trim an intermediate layer of the foundational model based on the respective sensitivity score, and fine-tune the trimmed foundational model to create a fine-tuned model, the fine-tuning applied to layers having a respective sensitivity score that meets a threshold sensitivity.