{"product_id":"build-a-large-language-model-from-scratch","title":"Manning Build a Large Language Model (From Scratch) | Paperback | English","description":"\u003cdiv\u003e\n  \u003cp\u003eDive deep into the architecture and implementation of generative AI with \u003cem\u003eBuild a Large Language Model (From Scratch)\u003c\/em\u003e by bestselling author Sebastian Raschka. This essential guide takes you inside the AI black box, providing step-by-step instructions to create, train, and customize your own GPT-style Large Language Model (LLM), capable of running on an ordinary laptop.\u003c\/p\u003e\n  \n  \u003cp\u003eBased on the principle that understanding comes from building, this book walks you through every critical stage of LLM development, ensuring you gain an in-depth comprehension of how these powerful systems function, their inherent limitations, and customization techniques.\u003c\/p\u003e\n\n  \u003cstrong\u003eKey Features \u0026amp; Benefits\u003c\/strong\u003e\n  \u003cul\u003e\n    \u003cli\u003eLearn to plan and code all necessary components of an LLM from the ground up.\u003c\/li\u003e\n    \u003cli\u003eMaster the preparation of datasets suitable for effective LLM training.\u003c\/li\u003e\n    \u003cli\u003eUnderstand pretraining on a general corpus and subsequent fine-tuning for specific tasks.\u003c\/li\u003e\n    \u003cli\u003eImplement techniques to fine-tune LLMs using your own data and incorporate human feedback for instruction following.\u003c\/li\u003e\n    \u003cli\u003eDevelop the capability to load and utilize pretrained weights within your custom LLM.\u003c\/li\u003e\n    \u003cli\u003eThe resulting LLM can be developed on standard hardware and function as a personal assistant.\u003c\/li\u003e\n  \u003c\/ul\u003e\n\n  \u003cstrong\u003eSpecifications\u003c\/strong\u003e\n  \u003cul\u003e\n    \u003cli\u003e\n\u003cstrong\u003eAuthor:\u003c\/strong\u003e Sebastian Raschka\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eBinding:\u003c\/strong\u003e Paperback\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eEdition:\u003c\/strong\u003e 1st Edition\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eLanguage:\u003c\/strong\u003e English\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003ePrint Length:\u003c\/strong\u003e 368 pages\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e November 1, 2024\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eISBN-10:\u003c\/strong\u003e 1633437167\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eISBN-13:\u003c\/strong\u003e 978-1633437166\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 187 x 18 x 235 mm\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eWeight:\u003c\/strong\u003e 612 g\u003c\/li\u003e\n  \u003c\/ul\u003e\n\n  \u003cp\u003eFor computer science professionals and enthusiasts seeking practical, hands-on knowledge of modern AI systems, this book provides the foundational understanding necessary to move beyond theoretical concepts and build functional LLMs.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"by Sebastian Raschka","offers":[{"title":"Default Title","offer_id":57640208367998,"sku":"1633437167","price":52.77,"currency_code":"CHF","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0574\/3919\/1207\/files\/81zvtKmV0TL.jpg?v=1783105164","url":"https:\/\/www.yachew.com\/en-ch\/products\/build-a-large-language-model-from-scratch","provider":"Yachew","version":"1.0","type":"link"}