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· 제목 : LLMs in Enterprise: Design strategies, patterns, and best practices for large language model development (Paperback)
· 분류 : 외국도서 > 컴퓨터 > 신경회로망
· ISBN : 9781836203070
· 쪽수 : 484쪽
· 출판일 : 2025-09-19
· 분류 : 외국도서 > 컴퓨터 > 신경회로망
· ISBN : 9781836203070
· 쪽수 : 484쪽
· 출판일 : 2025-09-19
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
