Large Language Models Projects: Apply and Implement Strategies for Large Language Models free ebook download.

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Large Language Models Projects: Apply and Implement Strategies for Large Language Models free ebook download

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Programming

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Author(s):	Pere Martra

Date:	2024	Format:	epub	Language:	English	ISBN/ASIN:	B0D9PPKXLZ
Pages:	484	OCR:		Quality:		ISBN13:
Uploader:	topron	Upload Date:	9/27/2024 2:43:03 PM

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B0D9PPKXLZ epub
B0D9PPKXLZ epub
This book offers you a hands-on experience using models from OpenAI and the Hugging Face library. You will use various tools and work on small projects, gradually applying the new knowledge you gain.

The book is divided into three parts. Part one covers techniques and libraries. Here, you'll explore different techniques through small examples, preparing to build projects in the next section. You'll learn to use common libraries in the world of Large Language Models. Topics and technologies covered include chatbots, code generation, OpenAI API, Hugging Face, vector databases, LangChain, fine tuning, PEFT fine tuning, soft prompt tuning, LoRA, QLoRA, evaluating models, and Direct Preference Optimization. Part two focuses on projects. You'll create projects, understanding design decisions. Each project may have more than one possible implementation, as there is often not just one good solution. You'll also explore LLMOps-related topics. Part three delves into enterprise solutions. Large Language Models are not a standalone solution  in large corporate environments, they are one piece of the puzzle. You'll explore how to structure solutions capable of transforming organizations with thousands of employees, highlighting the main role that Large Language Models play in these new solutions.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3272251	Book	https://nitroflare.com/view/2FBDD6DEDE93...		0.00	topron

Tags: Apply Implement Language Language Large Large Models Models Projects Strategies

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