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· 제목 : LLMs in Enterprise (Paperback) (Design strategies for large language model development, design patterns and best practices)
· 분류 : 외국도서 > 대학교재 > 컴퓨터
· ISBN : 9781836203070
· 쪽수 : 484쪽
· 출판일 : 2025-04-09
· 분류 : 외국도서 > 대학교재 > 컴퓨터
· ISBN : 9781836203070
· 쪽수 : 484쪽
· 출판일 : 2025-04-09
목차
Introduction to Large Language Models (LLMs)
LLMs in Enterprise: Applications, Challenges, and Design Patterns
Data and Training in Foundation Models
Fine-Tuning and Retrieval-Augmented Generation (RAG) Patterns
Customizing Contextual LLMs Patterns
Evaluation Patterns
Data Strategy for LLMs
Model Deployment
Accelerated and Optimized Inferencing Patterns
LLMs in Production
RAG 2.0: Beyond Mainstream RAG
Connected LLMs Pattern
Responsible AI in LLMs
Emerging Trends and Multimodality
