{"product_id":"designing-large-language-model-applications-a-holistic-approach-to-llms-paperback","title":"Designing Large Language Model Applications: A Holistic Approach to Llms - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eSuhas Pai\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eLarge language models (LLMs) have proven themselves to be powerful tools for solving a wide range of tasks, and enterprises have taken note. But transitioning from demos and prototypes to full-fledged applications can be difficult. This book helps close that gap, providing the tools, techniques, and playbooks that practitioners need to build useful products that incorporate the power of language models. \u003c\/p\u003e\u003cp\u003e Experienced ML researcher Suhas Pai offers practical advice on harnessing LLMs for your use cases and dealing with commonly observed failure modes. You'll take a comprehensive deep dive into the ingredients that make up a language model, explore various techniques for customizing them such as fine-tuning, learn about application paradigms like RAG (retrieval-augmented generation) and agents, and more. \u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cul\u003e \u003cli\u003eUnderstand how to prepare datasets for training and fine-tuning \u003c\/li\u003e\n\u003cli\u003eDevelop an intuition about the Transformer architecture and its variants \u003c\/li\u003e\n\u003cli\u003eAdapt pretrained language models to your own domain and use cases \u003c\/li\u003e\n\u003cli\u003eLearn effective techniques for fine-tuning, domain adaptation, and inference optimization \u003c\/li\u003e\n\u003cli\u003eInterface language models with external tools and data and integrate them into an existing software ecosystem \u003c\/li\u003e\n\u003c\/ul\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 364\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.76 x 9.19 x 7 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e April 15, 2025\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":44846742503526,"sku":"9781098150501","price":96.84,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0599\/7255\/0758\/files\/GxyOUp5j1A9781098150501.webp?v=1772694318","url":"https:\/\/infinitylightwa.com\/products\/designing-large-language-model-applications-a-holistic-approach-to-llms-paperback","provider":"Infinity Light","version":"1.0","type":"link"}