| 书目名称 | Large Language Models Projects | | 副标题 | Apply and Implement | | 编辑 | Pere Martra | | 视频video | | | 概述 | Prioritizes hands-on projects and tool utilization, ensuring readers actively engage with the material.Explores a broad spectrum of topics related to LLM, including Chatbots, Code Generation, OpenAI A | | 图书封面 |  | | 描述 | .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 wi | | 出版日期 | Book 2024 | | 关键词 | Artificial Intelligence; Large Language Models; Machine Learning; Code Generation; Chatbots; OpenAI; Huggi | | 版次 | 1 | | doi | https://doi.org/10.1007/979-8-8688-0515-8 | | isbn_softcover | 979-8-8688-0514-1 | | isbn_ebook | 979-8-8688-0515-8 | | copyright | Pere Martra 2024 |
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发表于 2025-3-21 16:52:01
