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Quick Start Guide to Large Language Models

Strategies and Best Practices for Using ChatGPT and Other LLMs

Pocket
Engelsk
Addison-Wesley Data & Analytics Series
Quick Start Guide to Large Language Models
Quick Start Guide to Large Language Models
  • Forfatter: Sinan Ozdemir
  • Format: Pocket
  • Språk: Engelsk
  • Forlag/Utgiver: SD Books
  • Serienavn: Addison-Wesley Data & Analytics Series
  • EAN: 9780138199197
  • Utgivelsesår: 2023
  • Bidragsyter: Ozdemir, Sinan
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The advancement of Large Language Models (LLMs) has revolutionized the field of Natural Language Processing in recent years. Models like BERT, T5, and ChatGPT have demonstrated unprecedented performance on a wide range of NLP tasks, from text classification to machine translation. Despite their impressive performance, the use of LLMs remains challenging for many practitioners. The sheer size of these models, combined with the lack of understanding of their inner workings, has made it difficult for practitioners to effectively use and optimize these models for their specific needs.

Quick Start Guide to Large Language Models: Strategies and Best Practices for using ChatGPT and Other LLMs is a practical guide to the use of LLMs in NLP. It provides an overview of the key concepts and techniques used in LLMs and explains how these models work and how they can be used for various NLP tasks. The book also covers advanced topics, such as fine-tuning, ali