LLMs in Production
From Language Models to Successful Products
Going from LLM fundamentals to deployment at scale—evaluating models, fine-tuning, MLOps, cost, and security.
About the book
By a JPMorgan Chase MLE and MLOps veteran, this Manning guide covers LLM architecture, when to fine-tune vs. use pretrained models, scaling ML platforms, training and deploying foundation models, edge deployment with PEFT/LoRA, and production best practices for cost and security.
Summary
Summary coming soon!