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Large Language Models: A Deep Dive Bridging Theory and Practice /

Large Language Models (LLMs) have emerged as a cornerstone technology, transforming how we interact with information and redefining the boundaries of artificial intelligence. LLMs offer an unprecedented ability to understand, generate, and interact with human language in an intuitive and insightful...

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Detaylı Bibliyografya
Asıl Yazarlar: Kamath, Uday (Yazar), Keenan, Kevin (Yazar), Somers, Garrett (Yazar), Sorenson, Sarah (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: Elektronik Ekitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edisyon:1st ed. 2024.
Konular:
Natural language processing (Computer science).
Machine learning.
Artificial intelligence.
Natural Language Processing (NLP).
Machine Learning.
Artificial Intelligence.
Online Erişim:https://doi.org/10.1007/978-3-031-65647-7
Etiketler: Etiketle
Etiket eklenmemiş, İlk siz ekleyin!
İçindekiler:
  • 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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