Large Language Models Projects: Apply and Implement Strategies for Large Language Models

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

P. MartraLarge Language Models Projectshttps://doi.org/10.1007/979-8-8688-0515-8_5

5. Fine-Tuning Models

Pere Martra¹  

(1)

Barcelona, Spain

 

This chapter will introduce you to a completely new world. So far, you’ve used large language models, seen how to ask them questions, and learned how to influence them through prompts. You’ve also created RAG applications where the language model uses the information you provide to generate its response.

However, you’ve been limited to using language models in their original form, retrieving them from Hugging Face and integrating them into a solution. Now, you’ll discover a new world of possibilities as you’ll be able to ...