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Titlebook: Large Language Models Projects; Apply and Implement Pere Martra Book 2024 Pere Martra 2024 Artificial Intelligence.Large Language Models.M

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發(fā)表于 2025-3-21 16:52:01 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Large Language Models Projects
副標題Apply and Implement
編輯Pere Martra
視頻videohttp://file.papertrans.cn/590/589417/589417.mp4
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
圖書封面Titlebook: Large Language Models Projects; Apply and Implement  Pere Martra Book 2024 Pere Martra 2024 Artificial Intelligence.Large Language Models.M
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
關鍵詞Artificial Intelligence; Large Language Models; Machine Learning; Code Generation; Chatbots; OpenAI; Huggi
版次1
doihttps://doi.org/10.1007/979-8-8688-0515-8
isbn_softcover979-8-8688-0514-1
isbn_ebook979-8-8688-0515-8
copyrightPere Martra 2024
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utions. 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 wi979-8-8688-0514-1979-8-8688-0515-8
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Soaring House Prices in Major Cities: How to Spot and Moderate Themo adjust the housing supply, such as relaxing planning restrictions typically have a long lead time. An alternative is to use macroprudential measures at a regional level, in particular loan-to-value and debt-to-income limits. In that way, the housing boom-bust cycle might be dampened.
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Fatigue of Materials at Very High Numbers of Loading Cycles978-3-658-24531-3
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