Decoding Large Language Models
Decoding Large Language Models
A comprehensive guide to understanding, implementing, and optimizing LLMs for NLP applications
Cronin, Irena
Packt Publishing Limited
10/2024
Mole
9781835084656
Pré-lançamento - envio 15 a 20 dias após a sua edição
LLM Architecture
How LLMs Make Decisions
The Mechanics of Training LLMs
Advanced Training Strategies
Fine-Tuning LLMs for Specific Applications
Testing and Evaluating LLMs
Deploying LLMs in Production
Strategies for Integrating LLMs
Optimization Techniques for Performance
Advanced Optimization and Efficiency
LLM Vulnerabilities, Biases, and Legal Implications
Case Studies - Business Applications and ROI
The Ecosystem of LLM Tools and Frameworks
Preparing for GPT-5 and Beyond
Conclusion and Looking Forward
LLM Architecture
How LLMs Make Decisions
The Mechanics of Training LLMs
Advanced Training Strategies
Fine-Tuning LLMs for Specific Applications
Testing and Evaluating LLMs
Deploying LLMs in Production
Strategies for Integrating LLMs
Optimization Techniques for Performance
Advanced Optimization and Efficiency
LLM Vulnerabilities, Biases, and Legal Implications
Case Studies - Business Applications and ROI
The Ecosystem of LLM Tools and Frameworks
Preparing for GPT-5 and Beyond
Conclusion and Looking Forward