{"product_id":"9781633437166-build-a-large-language-model","title":"Build a Large Language Model (From Scratch)","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003eLearn how to create, train, and tweak large language models (LLMs) by building one from the ground up!\u003c\/p\u003e\n\u003cbr\u003e\u003cstrong\u003eLearn how to create, train, and tweak large language models (LLMs) by building one from the ground up!\u003c\/strong\u003e   \u003cbr\u003e   \u003cbr\u003eIn    \u003cem\u003eBuild a Large Language Model (from Scratch)\u003c\/em\u003e bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You'll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks.   \u003cbr\u003e   \u003cbr\u003e   \u003cem\u003eBuild a Large Language Model (from Scratch)\u003c\/em\u003e teaches you how to:   \u003cbr\u003e   \u003cul\u003e\n\u003cli\u003ePlan and code all the parts of an LLM\u003c\/li\u003e\n\u003cli\u003ePrepare a dataset suitable for LLM training\u003c\/li\u003e\n\u003cli\u003eFine-tune LLMs for text classification and with your own data\u003c\/li\u003e\n\u003cli\u003eUse human feedback to ensure your LLM follows instructions\u003c\/li\u003e\n\u003cli\u003eLoad pretrained weights into an LLM\u003c\/li\u003e\n\u003c\/ul\u003e   \u003cbr\u003e   \u003cem\u003eBuild a Large Language Model (from Scratch)\u003c\/em\u003e takes you inside the AI black box to tinker with the internal systems that power generative AI. As you work through each key stage of LLM creation, you'll develop an in-depth understanding of how LLMs work, their limitations, and their customization methods. Your LLM can be developed on an ordinary laptop, and used as your own personal assistant.               \u003cstrong\u003eAbout the technology \u003c\/strong\u003e      Physicist Richard P. Feynman reportedly said, “I don't understand anything I can't build.” Based on this same powerful principle, bestselling author Sebastian Raschka guides you step by step as you build a GPT-style LLM that you can run on your laptop. This is an engaging book that covers each stage of the process, from planning and coding to training and fine-tuning.\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":55183864365430,"sku":"9781633437166","price":45.13,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_41351840.jpg?v=1780505751","url":"https:\/\/www.rarewaves.com\/products\/9781633437166-build-a-large-language-model","provider":"Rarewaves.com","version":"1.0","type":"link"}