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18453401. MODEL SEARCH AND OPTIMIZATION (International Business Machines Corporation)

From WikiPatents

MODEL SEARCH AND OPTIMIZATION

Organization Name

International Business Machines Corporation

Inventor(s)

Long Vu of Chappaqua NY (US)

Dharmashankar Subramanian of Rye Brook NY (US)

Radu Marinescu of Dublin (IE)

MODEL SEARCH AND OPTIMIZATION

This abstract first appeared for US patent application 18453401 titled 'MODEL SEARCH AND OPTIMIZATION

Original Abstract Submitted

Methods and systems for tuning a model include generating pipelines. The pipelines have elements that include at least an agent, a foundation model, and a tuning type. Hyperparameters of elements of the pipelines are set in accordance with an input task. Elements of the pipelines are tuned in accordance with the input task. The input task is performed using a highest-performance pipeline.

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