Large Language Models

Released on by Uday Kamath
preview-18

  • Large Language Models Book Detail

  • Author : Uday Kamath
  • Release Date : 2024
  • Publisher : Springer Nature
  • Genre : Artificial intelligence
  • Pages : 496
  • ISBN 13 : 3031656474
  • File Size : 15,15 MB
DOWNLOAD BOOK

Large Language Models by Uday Kamath PDF Summary

Book Description: 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 manner, leading to transformative applications across domains like content creation, chatbots, search engines, and research tools. While fascinating, the complex workings of LLMs -- their intricate architecture, underlying algorithms, and ethical considerations -- require thorough exploration, creating a need for a comprehensive book on this subject. This book provides an authoritative exploration of the design, training, evolution, and application of LLMs. It begins with an overview of pre-trained language models and Transformer architectures, laying the groundwork for understanding prompt-based learning techniques. Next, it dives into methods for fine-tuning LLMs, integrating reinforcement learning for value alignment, and the convergence of LLMs with computer vision, robotics, and speech processing. The book strongly emphasizes practical applications, detailing real-world use cases such as conversational chatbots, retrieval-augmented generation (RAG), and code generation. These examples are carefully chosen to illustrate the diverse and impactful ways LLMs are being applied in various industries and scenarios. Readers will gain insights into operationalizing and deploying LLMs, from implementing modern tools and libraries to addressing challenges like bias and ethical implications. The book also introduces the cutting-edge realm of multimodal LLMs that can process audio, images, video, and robotic inputs. With hands-on tutorials for applying LLMs to natural language tasks, this thorough guide equips readers with both theoretical knowledge and practical skills for leveraging the full potential of large language models. This comprehensive resource is appropriate for a wide audience: students, researchers and academics in AI or NLP, practicing data scientists, and anyone looking to grasp the essence and intricacies of LLMs.

Disclaimer: www.yourbookbest.com does not own Large Language Models books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Large Language Models

Large Language Models

File Size : 99,99 MB
Total View : 9136 Views
DOWNLOAD

Large Language Models (LLMs) have emerged as a cornerstone technology, transforming how we interact with information and redefining the boundaries of artificial

Mastering Java Machine Learning

Mastering Java Machine Learning

File Size : 38,38 MB
Total View : 5871 Views
DOWNLOAD

Become an advanced practitioner with this progressive set of master classes on application-oriented machine learning About This Book Comprehensive coverage of k

Mastering Java Machine Learning

Mastering Java Machine Learning

File Size : 51,51 MB
Total View : 9581 Views
DOWNLOAD

A must-have guide to mastering and implementing the complexities of Machine Learning in JavaAbout This Book* Master the tools, frameworks and Machine Learning t