LLM Engineer's Handbook
LLM Engineer's Handbook
Master the art of engineering Large Language Models from concept to production
Vesa, Alex; Labonne, Maxime; Iusztin, Paul
Packt Publishing Limited
10/2024
55
Mole
9781836200079
Pré-lançamento - envio 15 a 20 dias após a sua edição
Introduction/Architecture
Data Engineering
Raw Data Ingestion Pipeline
Supervised Fine-tuning
LLM Evaluation
Preference Alignment
Inference Optimization
RAG Ingestion
RAG Inference Pipeline
Inference Pipeline Deployment
LLM: Operations and Observability
Case Studies
Introduction/Architecture
Data Engineering
Raw Data Ingestion Pipeline
Supervised Fine-tuning
LLM Evaluation
Preference Alignment
Inference Optimization
RAG Ingestion
RAG Inference Pipeline
Inference Pipeline Deployment
LLM: Operations and Observability
Case Studies