Computing & Internet      Computer Science

Generative AI with Large Language Models: A Comprehensive Guide

(0 reviews)
Condition
Quantity
(970 available)
Share
Book Details
Language
English
Publishers
Independently published (18 May 2024)
Weight
0.08 KG
Publication Date
18/05/2024
Pages
44 pages
ISBN-13
9798325967917
Dimensions
15.24 x 0.25 x 22.86 cm
SKU
9798325967917
Author Name
Anand Vemula (Author)
Anand Vemula is a technology, business, ESG and Risk governance Evangelist. He has more than 27 plus years of experience. Has worked in MNC at a CXO level. Has been a part of various projects and forums across customers in BFSI, Healthcare, Retail, Manufacuring, Lifesciences, Energy Industry Verticals. Certified in all the technologies and Enterprise Digital ArchitectRead more about this authorRead less about this author
Read More

Reviews & Ratings

out of 5.0
(0 reviews)
There have been no reviews for this product yet.
This book delves into the fascinating world of Generative AI, exploring the two key technologies driving its advancements: Large Language Models (LLMs) and Foundation Models (FMs). Part 1: FoundationsLLMs Demystified: We begin by understanding LLMs, powerful AI models trained on massive amounts of text data.

These models can generate human-quality text, translate languages, write different creative formats, and even answer your questions in an informative way. The Rise of FMs: However, LLMs are just a piece of the puzzle.

We explore Foundation Models, a broader category encompassing models trained on various data types like images, audio, and even scientific data. These models represent a significant leap forward in AI, offering a more versatile approach to information processing.

Part 2: LLMs and Generative AI ApplicationsTraining LLMs: We delve into the intricate process of training LLMs, from data acquisition and pre-processing to different training techniques like supervised and unsupervised learning. The chapter also explores challenges like computational resources and data bias, along with best practices for responsible LLM training.

Fine-Tuning for Specific Tasks: LLMs can be further specialized for targeted tasks through fine-tuning. We explore how fine-tuning allows LLMs to excel in areas like creative writing, code generation, drug discovery, and even music composition.

Part 3: Advanced TopicsLLM Architectures: We take a deep dive into the technical aspects of LLMs, exploring the workings of Transformer networks, the backbone of modern LLMs. We also examine the role of attention mechanisms in LLM processing and learn about different prominent LLM architectures like GPT-3 and Jurassic-1 Jumbo.

Scaling Generative AI: Scaling up LLMs presents significant computational challenges. The chapter explores techniques like model parallelism and distributed training to address these hurdles, along with hardware considerations like GPUs and TPUs that facilitate efficient LLM training.

Most importantly, we discuss the crucial role of safety and ethics in generative AI development. Mitigating bias, addressing potential risks like deepfakes, and ensuring transparency are all essential for responsible AI development.

Part 4: The FutureEvolving Generative AI Landscape: We explore emerging trends in LLM research, like the development of even larger and more capable models, along with advancements in explainable AI and the rise of multimodal LLMs that can handle different data types. We also discuss the potential applications of generative AI in unforeseen areas like personalized education and healthcare.

Societal Impact and the Future of Work: The book concludes by examining the societal and economic implications of generative AI. We explore the potential transformation of industries, the need for workforce reskilling, and the importance of human-AI collaboration.

Additionally, the book emphasizes the need for robust regulations to address concerns like bias, data privacy, and transparency in generative AI development. This book equips you with a comprehensive understanding of generative AI, its core technologies, its applications, and the considerations for its responsible development and deployment.

. .

Frequently Bought Products

Product Queries (0)

Login Or Registerto submit your questions to seller

Other Questions

No none asked to seller yet

Bookiyos Books Solutions - Quality Books, Unbeatable Prices

Bookiyos Books Solutions is your premier online bookstore offering a vast selection of over 5 crore books. Whether you're looking for the latest releases, timeless classics, or rare finds, we have something for every reader. Our platform serves customers worldwide, including the USA, UK, and Europe, with fast delivery and easy return policies to ensure a hassle-free shopping experience. Discover daily updates, exclusive deals, and a comprehensive collection of books that cater to all your reading needs. Shop with confidence at Bookiyos, where quality books and unbeatable prices meet.

Why Choose Bookiyos?

Extensive Inventory: New, old, and rare books available.
Fast Delivery: Same or next-day shipping.
Easy Returns: Hassle-free refund and return policies.
Global Reach: Serving customers in the USA, UK, Europe, and beyond.
Daily Updates: Thousands of new titles added every day.
Join our community of book lovers and start your literary journey with Bookiyos Books Solutions today!