September 2024
Intermediate to advanced
366 pages
8h 3m
English
book
Large Language Models Projects: Apply and Implement Strategies for Large Language Models
by Pere Martra
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Part ITechniques and Libraries
Techniques and Libraries
In this part, you will establish the foundations upon which you will build your developments based on large language models.
You are going to explore different techniques through small, and practical, examples that will enable you to build more advanced projects in the following parts and chapters of this book.
You will learn how to use the most common libraries in the world of large language models, always with a practical focus, while drawing on published papers, established research, and methodologies.
Some of the topics and technologies covered in this part include chatbots, code generation, OpenAI API, Hugging Face, vector databases, LangChain, PEFT Fine-Tuning, soft prompt tuning, LoRA, ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.