Large Language Models

Explore the practical guide, Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG, by Louie Peters and Louis-François Bouchard, published by Towards AI. Learn how to build production-ready

To master Large Language Models (LLMs), start by learning basic NLP with tools like NLTK. Progress to understanding word embeddings with Word2Vec, explore text classification and generation methods, and finally, delve into Attention mechanisms and Transformers. This foundational knowledge will empower you to work effectively with LLMs and innovate in the field.

This blog post recommends the top books on Large Language Models (LLMs). The books cover a wide range, from foundational concepts to practical applications and even building your own LLMs. Whether you're a developer or just curious about this rapidly evolving field, there's a book to help you on your journey.