Decoding Large Language Models. An exhaustive guide to understanding, implementing, and optimizing LLMs for NLP applications
- Serie wydawnicze:
- Other Role Guide
- Wydawnictwo:
- Packt Publishing
- Ocena:
- Stron:
- 396
- Dostępne formaty:
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PDFePub
Opis
książki
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Decoding Large Language Models. An exhaustive guide to understanding, implementing, and optimizing LLMs for NLP applications
You’ll learn about the structure of LLMs, how they're developed, and how to utilize them in various ways. The chapters will help you explore strategies for improving these models and testing them to ensure effective deployment. Packed with real-life examples, this book covers ethical considerations, offering a balanced perspective on their societal impact. You’ll be able to leverage and fine-tune LLMs for optimal performance with the help of detailed explanations. You’ll also master techniques for training, deploying, and scaling models to be able to overcome complex data challenges with confidence and precision. This book will prepare you for future challenges in the ever-evolving fields of AI and NLP.
By the end of this book, you’ll have gained a solid understanding of the architecture, development, applications, and ethical use of LLMs and be up to date with emerging trends, such as GPT-5.
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Szczegóły książki
- Tytuł oryginału:
- Decoding Large Language Models. An exhaustive guide to understanding, implementing, and optimizing LLMs for NLP applications
- ISBN Ebooka:
- 978-18-350-8180-8, 9781835081808
- Data wydania ebooka :
-
2024-10-31
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- Język publikacji:
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- Rozmiar pliku Pdf:
- 2.4MB
- Rozmiar pliku ePub:
- 2.2MB
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- Serie wydawnicze: Other Role Guide
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