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_3

3. Adapting with Fine-Tuning

Bhawna Singh¹  

(1)

Dublin, Ireland

 

I did then what I knew how to do. Now that I know better, I do better.

—Maya Angelou

If you have ever taken a guitar lesson, then you know that the first step is always tuning it. The tuning process makes the guitar playable. Similarly, fine-tuning is one of the many ways of adapting the generalized LLM to your custom use case. But why is it required? Think of it from a student’s perspective. If you are having a problem, then you can go to anyone with more knowledge and experience, but if you are ...