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Book Synopsis

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.

Large Language Models A Deep Dive

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    A Hardback by Uday Kamath

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      Publisher: Springer
      Publication Date: Publication Date: 8/21/2024
      ISBN13: 9783031656460, 978-3031656460
      ISBN10: 3031656466
      Also in:
      Natural language and machine translation

      Description

      Book Synopsis

      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.

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