{"product_id":"learn-from-scratch-large-language-lightup-technologies-9789355427267","title":"Learn from Scratch Large Language Model (Full Colour Edition)","description":"\u003cp\u003eIn this comprehensive and accessible resource, you'll embark on an exciting journey that begins with the fundamentals of Natural Language Processing and progresses to advanced topics like instruction Fine-tuning and task-specific optimisation. With hands-on examples, practical exercises, and detailed explanations, this book equips you with the tools and knowledge needed to master LLMs from the ground up.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eFoundations of LLMs: \u003c\/strong\u003e Learn the principles behind language modelling, tokenization, and Pretraining. Explore how models like GPT-2, GPT-3, and their successors understand and generate human-like text.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBuilding Blocks of Al: \u003c\/strong\u003e Understand the architecture of transformer-based models, the role of attention mechanisms, and how these innovations revolutionised the field of NLP.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eInstruction Fine-tuning: \u003c\/strong\u003e Dive into the cutting-edge technique of instruction Fine-tuning. Learn how to teach LLMs to follow diverse prompts for tasks like creative writing, programming, and customer support.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eHands-On Applications: \u003c\/strong\u003e Use real-world datasets to fine-tune models for grammar correction,\"summarisation and context-aware conversations. Discover how LLMs are reshaping industries like education, \"healthcare, and e-commerce.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eAutomated Evaluation and Scalability: \u003c\/strong\u003e Leverage advanced evaluation methods, including the integration of larger models like Llama 3, to assess and optimize your fine-tuned models.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePractical Insights and Tips: \u003c\/strong\u003e Benefit from best practices for dataset preparation, hyper-parameter tuning, \"and avoiding common pitfalls during training. \u003c\/p\u003e\u003cp\u003ePacked with illustrative examples and code snippets, Learn from Scratch: Large Language Models makes complex concepts accessible to learners at all levels. Whether you're starting your Al journey or expanding your expertise, \"this book provides the knowledge and confidence to create and customize LLMs for a wide range of applications.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Lightup Technologies\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9355427263\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789355427267\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Shroff\/X-Team\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/06\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 258\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.23lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.19h x 7.00w x 0.70d","brand":"Lightup Technologies","offers":[{"title":"Paperback","offer_id":48659675644159,"sku":"9789355427267","price":49.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f2ec491e-76e1-4f16-b563-928859db519c.jpg?v=1781202701","url":"https:\/\/www.whiterainbookhouse.com\/products\/learn-from-scratch-large-language-lightup-technologies-9789355427267","provider":"WR Book House","version":"1.0","type":"link"}