Large Language Models (Artificial Intelligence Foundations, Theory, and Algorithms) [#1009703]

Free Download Large Language Models (Artificial Intelligence: Foundations, Theory, and Algorithms)
English | 2026 | ISBN: 9819662583 | 633 Pages | MOBI AZW3 | 23 MB
This comprehensive resource offers a complete understanding of LLM developments, from pre-training to fine-tuning.It elaborates on the classic Transformer architecture, its adaptations for LLMs, and the full training process, including data collection, cleaning, and preparation. From the book, readers can also learn how to fine-tune LLMs to follow human instructions and align with human values and intentions, ensuring safer and more ethical AI behavior. Furthermore, it helps readers discover effective prompting strategies, such as in-context learning and chain-of-thought, to enhance LLM capabilities and solve complex tasks.