Deploying LLMs in Production
Transitioning from theory to practice, in this chapter, we will address the real-world application of LLMs. You will learn about the strategic deployment of these models, including tackling scalability and infrastructure concerns, ensuring robust security practices, and the crucial role of ongoing monitoring and maintenance to ensure that deployed models remain reliable and efficient.
In this chapter, we’re going to cover the following main topics:
- Deployment strategies for LLMs
- Scalability and infrastructure considerations
- Security best practices for LLM integration
- Continuous monitoring and maintenance
By the end of this chapter, you should be equipped with practical knowledge for transitioning from theory to the real-world application of LLMs.
