Building Applications with Large Language Models: Techniques, Implementation, and Applications

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024

B. SinghBuilding Applications with Large Language Modelshttps://doi.org/10.1007/979-8-8688-0569-1_6

6. Evaluation of LLMs

Bhawna Singh¹  

(1)

Dublin, Ireland

 

Without proper self-evaluation, failure is inevitable.

—John Wooden

The famous American basketball coach, John Wooden, said very wise words, “without proper self-evaluation, failure is inevitable.” How can anything be improved if there is nothing to compare its performance against. We need a metric to grow and become better. Globally, governments keep track of matrices like poverty index, literacy rate, gender equality index, etc., to make the world a better place for everyone. Similarly, business organizations ...