In this course, you will:
- Gain the skills to expose large language models through REST API endpoints
- Learn how to configure the llama.cpp server to customize model behavior
- Understand how to efficiently handle requests and integrate language model capabilities into applications
- Reinforce concepts through hands-on exercises and code examples using tools like curl and Python
- Be equipped to deploy robust language model APIs for various NLP tasks
The course empowers you to harness state-of-the-art NLP models in your projects through a convenient and performant API interface, focusing on the practical aspects of serving large language models in production environments using the efficient and flexible llama.cpp framework.