LLMOps: Managing Large Language Models

The book «LLMOps: Managing Large Language Models» is dedicated to the practical aspects of implementing, operating, and scaling systems based on large language models. The author thoroughly examines the complete life cycle of LLM projects—from architecture selection and data preparation to deployment, monitoring, and optimization of solutions in an industrial environment. Special attention is paid to issues of reliability, performance, security, and the cost of operating models, as well as adapting LLM to specific business tasks. Modern approaches to organizing LLMOps processes and integrating models into the existing IT infrastructure are discussed.