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Titlebook: Large Language Models: A Deep Dive; Bridging Theory and Uday Kamath,Kevin Keenan,Sarah Sorenson Book 2024 The Editor(s) (if applicable) an

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發(fā)表于 2025-3-21 16:51:23 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Large Language Models: A Deep Dive
副標(biāo)題Bridging Theory and
編輯Uday Kamath,Kevin Keenan,Sarah Sorenson
視頻videohttp://file.papertrans.cn/582/581342/581342.mp4
概述Comprehensive examination of LLMs, from foundational theories to latest advancements, for a thorough understanding.Emphasizes practical applications and industry use cases, guiding readers to solve re
圖書封面Titlebook: Large Language Models: A Deep Dive; Bridging Theory and  Uday Kamath,Kevin Keenan,Sarah Sorenson Book 2024 The Editor(s) (if applicable) an
描述.Large Language Models (LLMs) have emerged as a cornerstone technology, transforming how we interact with information and redefining the boundaries of artificial intelligence. LLMs offer an unprecedented ability to understand, generate, and interact with human language in an intuitive and insightful manner, leading to transformative applications across domains like content creation, chatbots, search engines, and research tools. While fascinating, the complex workings of LLMs—their intricate architecture, underlying algorithms, and ethical considerations—require thorough exploration, creating a need for a comprehensive book on this subject...This book provides an authoritative exploration of the design, training, evolution, and application of LLMs. It begins with an overview of pre-trained language models and Transformer architectures, laying the groundwork for understanding prompt-based learning techniques. Next, it dives into methods for fine-tuning LLMs, integrating reinforcement learning for value alignment, and the convergence of LLMs with computer vision, robotics, and speech processing. The book strongly emphasizes practical applications, detailing real-world use cases such a
出版日期Book 2024
關(guān)鍵詞Large Language Models (LLM); Foundation Models; Generative AI; Prompt Engineering; Instruction Tuning; Re
版次1
doihttps://doi.org/10.1007/978-3-031-65647-7
isbn_ebook978-3-031-65647-7
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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發(fā)表于 2025-3-21 21:18:36 | 只看該作者
Uday Kamath,Kevin Keenan,Garrett Somers,Sarah Sorensonmonic oscillations, plus random noise. Using numerical simulations, we demonstrate the existence of cases for which our improved fitting method is less biased and has a greater precision than when the frequency correlations are ignored. This is especially true of low signal-to-noise solar-like oscil
板凳
發(fā)表于 2025-3-22 04:17:48 | 只看該作者
地板
發(fā)表于 2025-3-22 05:08:20 | 只看該作者
Uday Kamath,Kevin Keenan,Garrett Somers,Sarah Sorensonssed briefly (pp. 139–142), but such techniques have not yet been widely applied to . spp. and are well described elsewhere (see references pp. 139–142). As a model for the way field and laboratory studies of behavior and physiology can be integrated, we discuss predator avoidance in adult . and the
5#
發(fā)表于 2025-3-22 12:43:47 | 只看該作者
Uday Kamath,Kevin Keenan,Garrett Somers,Sarah Sorensonan element it is while the number of protons identifies the type of atom it is. Helium-4, which is the most common isotope of helium has two protons and two neutrons in its nucleus. A common hydrogen atom has no neutrons although hydrogen does have isotopes where neutrons are part of the nucleus.
6#
發(fā)表于 2025-3-22 13:58:39 | 只看該作者
Uday Kamath,Kevin Keenan,Garrett Somers,Sarah Sorensonrugations, which very often provide direct pictures of the geometrical arrangement of the surface atoms [4.4]. In the diffraction regime, accurate determination of the particle—surface physisorption potential becomes possible via resonant scattering into bound state channels [4.4,5]. In this contrib
7#
發(fā)表于 2025-3-22 17:18:22 | 只看該作者
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發(fā)表于 2025-3-22 22:24:54 | 只看該作者
Book 2024learning techniques. Next, it dives into methods for fine-tuning LLMs, integrating reinforcement learning for value alignment, and the convergence of LLMs with computer vision, robotics, and speech processing. The book strongly emphasizes practical applications, detailing real-world use cases such a
9#
發(fā)表于 2025-3-23 01:33:41 | 只看該作者
Uday Kamath,Kevin Keenan,Garrett Somers,Sarah Sorensonween the physics and engineering aspects of helium fluids to provide a source for engineers and scientists to enhance their usefulness in low-temperature systems..Dr. Van Sciver is a Distinguished Research Prof978-1-4939-0159-3978-1-4419-9979-5Series ISSN 0538-7051 Series E-ISSN 2199-3084
10#
發(fā)表于 2025-3-23 06:47:30 | 只看該作者
Uday Kamath,Kevin Keenan,Garrett Somers,Sarah Sorensonween the physics and engineering aspects of helium fluids to provide a source for engineers and scientists to enhance their usefulness in low-temperature systems..Dr. Van Sciver is a Distinguished Research Prof978-1-4939-0159-3978-1-4419-9979-5Series ISSN 0538-7051 Series E-ISSN 2199-3084
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