LLMOps (Final Release) by Abi Aryan (.ePUB)+
File Size: 10.7 MB
LLMOps: Managing Large Language Models in Production (Final Release) by Abi Aryan
Requirements: .ePUB, .PDF reader, 10.7 MB
Overview: Here’s the thing about Large Language Models: they don’t play by the old rules. Traditional MLOps completely falls apart when you’re dealing with GenAI. The model hallucinates, security assumptions crumble, monitoring breaks, and agents can’t operate. Suddenly you’re in uncharted territory. That’s exactly why LLMOps has emerged as its own discipline. LLMOps: Managing Large Language Models in Production is your guide to actually running these systems when real users and real money are on the line. This book isn’t about building cool demos. It’s about keeping LLM systems running smoothly in the real world. I’m writing this book to help you appreciate the unique aspects of the full LLM-based application lifecycle, from data engineering to model deployment and API design to monitoring, security, and resource optimization. I want to give you a strong foundation for making decisions as you build, maintain, and optimize your LLM data, models, and applications.
Genre: Non-Fiction > Tech & Devices
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