Ergebnisse für: Large Language Model Architecture

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Buch Cover Natural Language Processing and Large Language Models
Natural Language Processing and Large Language Models
Chengqing Zong, Yang Zhao, Yanjun Ma
Springer Singapore
53.49 € · Hardcover
Open Access NLP Deep Learning Large Language Models Language Models NLP Practice Guide Pretrained Language Models Sentiment Analysis Models Information Extraction Models Text Matching Methods Chinese Word Segmentation BERT GPT Transformer Model Architecture
The open access book unlocks the full potential of Natural Language Processing (NLP) through a comprehensive and hands-on guide that bridges foundational theory and cutting-edge practice. Whether you're a student, researcher, or industry practitioner, it enables you to build and deploy state-of-the-...
Buch Cover The Mathematical Foundations of Large Language Models
The Mathematical Foundations of Large Language Models
Belal Ehsan Baaquie
Springer Singapore
149.79 € · Hardcover
Bigram Model Softmax Probability Function Cross-Entropy loss Multi-Head Attention Matrix Conditional Probability Model Training Specifications DeepSeek’s Architecture Autoregressive Mechanism in LLM LLM and Phase Transitions Sampling Strategies
This book emerged from a simple observation: while Large Language Models (LLMs) have become ubiquitous, their mathematical foundations remain opaque to many practitioners, students, and enthusiasts. This book bridges that gap by presenting LLMs from first principles – not as a black box, but as an...
Buch Cover The Journey of Large Language Models and Retrieval-Augmented Generation Systems
The Journey of Large Language Models and Retrieval-Augmented Generation Systems
Deepshikha Bhati, Fnu Neha, Aloysius Bathi Kasturiarachi, Angela Guercio
Springer International Publishing
42.79 € · Hardcover
Large Language Model Architecture Generative AI Systems Transformer Models Retrieval-Augmented Generation Multimodal LLMs GPT vs. Gemini Claude and LLaMA Architecture DeepSeek and Qwen Models LLM training and Optimization
This book presents a comprehensive and accessible guide to today’s most influential artificial intelligence (AI) models including GPT, LLaMA, Gemini, Claude, Falcon, DeepSeek, Qwen, Grok, and modern Retrieval-Augmented Generation (RAG) systems. Large language models (LLMs) are advanced computer pr...
Buch Cover Artificial Intelligence in Optical Networks and Systems
Artificial Intelligence in Optical Networks and Systems

Springer International Publishing
181.89 € · Hardcover
optical communication optical transmission optical network optical interconnect optical switching artificial intelligence machine learning digital twin failure management large language model network architecture data center network traffic engineering fiber channel modeling
This authoritative book, written by luminaries in the field, provides a comprehensive overview of the most recent research in the field of AI/ML applied to optical networks and systems use cases. The book then presents the most important tools and open datasets available to address the various use c...
Buch Cover Autonomic Business Transformation
Autonomic Business Transformation
Christos Voudouris
Springer International Publishing
192.59 € · Hardcover
Artificial Intelligence Autonomic Business Digital Business AI Strategy & Governance AI Agents Agentic AI Multi-Agent Systems Human Machine Symbiosis Agentic UI/UX Agent Toolkits AgentOps Large Language Models Business Architecture Business Operating Model Business Process Management
This book provides the essential tools to make the transition from digital business to autonomic business. A key defining feature of the autonomic business model is the emergence of AI agents as the primary drivers of automation within organizations, enabling systems to act autonomously, adaptively,...
Buch Cover Large Language Models
Large Language Models
Miquel Noguer i Alonso, David Pacheco Aznar, Esteban Vanegas
Springer International Publishing
53.49 € · Paperback
Transformer Architecture Multimodality LLM agents Retrieval-Augmented Generation (RAG) Prompt Engineering LLM fine tuning LLM Alignment and Safety Generative Pretrained Transformer Model Time Series Forecasting Deep Learning Natural Language Generation
This book provides a technically rigorous yet accessible guide to Large Language Models (LLMs), charting their evolution from academic research projects into critical infrastructure for industries as diverse as finance, healthcare, and law. It offers readers a strong grounding in the conceptual foun...
Buch Cover Large Language Models
Large Language Models
Miquel Noguer i Alonso, David Pacheco Aznar, Esteban Vanegas
Springer International Publishing
53.49 € · eBook
Transformer Architecture Multimodality LLM agents Retrieval-Augmented Generation (RAG) Prompt Engineering LLM fine tuning LLM Alignment and Safety Generative Pretrained Transformer Model Time Series Forecasting Deep Learning Natural Language Generation
This book provides a technically rigorous yet accessible guide to Large Language Models (LLMs), charting their evolution from academic research projects into critical infrastructure for industries as diverse as finance, healthcare, and law. It offers readers a strong grounding in the conceptual foun...