Large Language Models: A Deep Dive: Bridging Theory and Practice (Hardcover, 2024)

1. Large Language Models: An Introduction.-?2. Pre-trained Models.-?3. Prompt-based Learning.-?4. LLM Adaptation and Utilization.-?5. Tuning for LLM Alignment.-?6. LLM Challenges and Solutions.-?7. Retrieval-Augmented Generation.-?8. LLMs in Production.-?9. Multimodal LLMs.-?10. LLMs: Evolution and New Frontiers.- Appendix.