{"product_id":"build-a-large-language-model-from-scratch-by-sebastian-raschka-paperback","title":"Build a Large Language Model (From Scratch) by Sebastian Raschka | Paperback","description":"\u003cp\u003eNot a book about large language models — a book in which you build one. Sebastian Raschka takes you from an empty file to a working GPT-style model in PyTorch, coding every component yourself, on hardware you already own.\u003c\/p\u003e\u003ch3\u003eWhat you build, in order\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003eText preprocessing, byte-pair tokenisation, and data loaders with sliding windows\u003c\/li\u003e\n\u003cli\u003eThe attention mechanism from first principles: simplified, self, causal, then multi-head\u003c\/li\u003e\n\u003cli\u003eThe full transformer block — layer normalisation, GELU, feed-forward, residual connections\u003c\/li\u003e\n\u003cli\u003ePretraining on unlabelled text, with loss computation, sampling strategies and temperature\u003c\/li\u003e\n\u003cli\u003eLoading OpenAI’s published GPT-2 weights into your own implementation\u003c\/li\u003e\n\u003cli\u003eFine-tuning for classification, and instruction fine-tuning for a chat-style assistant\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch3\u003eWho it’s for\u003c\/h3\u003e\u003cp\u003eMachine learning engineers, students, and developers who have used LLM APIs and want to understand the machinery underneath. Requires comfortable Python; PyTorch is taught as you go. The models are small enough to train on a laptop.\u003c\/p\u003e\u003ch3\u003eEdition details\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eAuthor:\u003c\/strong\u003e Sebastian Raschka\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePublisher:\u003c\/strong\u003e Manning Publications\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e Paperback\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eISBN:\u003c\/strong\u003e 9781633437166\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eLanguage:\u003c\/strong\u003e English\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eShips free within the United States from Shelfcove.\u003c\/p\u003e","brand":"Aksha","offers":[{"title":"Paperback","offer_id":48940599443617,"sku":"HMS-9781633437166","price":44.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0735\/5328\/1185\/files\/sc-hires-82-1-build-a-large-language-model-from-scratch-by-sebastian-raschka-paperba.jpg?v=1794232786","url":"https:\/\/bookmart24.com\/products\/build-a-large-language-model-from-scratch-by-sebastian-raschka-paperback","provider":"Bookmart24","version":"1.0","type":"link"}