Description: Grokking LLM by Anand Vemula Estimated delivery 3-12 business days Format Paperback Condition Brand New Description Grokking LLM: From Fundamentals to Advanced Techniques in Large Language Models is a comprehensive guide that delves into the intricacies of Large Language Models (LLMs) and their transformative impact on natural language processing (NLP). This book is designed to take readers on a journey from the basic concepts of NLP to the advanced techniques used to train and deploy LLMs effectively.The book begins with an introduction to LLMs, explaining their evolution, significance, and diverse applications in fields such as text generation, translation, and conversational AI. It provides a foundational understanding of the key components of LLMs, including tokens, embeddings, and the attention mechanism, alongside an overview of the Transformer architecture that underpins these models.Readers will explore popular LLMs like GPT-3, GPT-4, BERT, and T5, learning about their unique characteristics, strengths, and use cases. A comparative analysis helps highlight the differences and performance metrics of these models, aiding in selecting the right model for specific applications.Training large language models is covered in detail, from data collection and preprocessing to training objectives and fine-tuning techniques. The book also addresses the challenges of handling bias and ensuring fairness in LLMs, offering practical strategies for mitigation.Implementing LLMs with Python and TensorFlow is a key focus, providing step-by-step guidance on setting up the environment, preparing data, and building and fine-tuning models. Readers will gain hands-on experience through practical projects such as building a text generator, creating a chatbot, and developing sentiment analysis and text summarization systems.Advanced techniques like transfer learning, prompt engineering, zero-shot and few-shot learning, and distributed training are explored to equip readers with the skills needed for cutting-edge LLM applications. The book also covers performance optimization, model compression, quantization, and best practices for deploying LLMs in production environments.With real-world case studies and insights into future trends and innovations, Grokking LLM: From Fundamentals to Advanced Techniques in Large Language Models is an essential resource for anyone looking to master the power and potential of LLMs in the rapidly evolving field of AI. Details ISBN-13 9798332331886 Title Grokking LLM Author Anand Vemula Format Paperback Year 2024 Pages 64 Publisher Independently Published GE_Item_ID:160808952; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys
Price: 19.31 USD
Location: Fairfield, Ohio
End Time: 2025-01-05T20:02:38.000Z
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Format: Paperback
ISBN-13: 9798332331886
Author: Anand Vemula
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Book Title: Grokking LLM
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