What you will learn

• Understand how to use llama.cpp Python APIs to build Llama 2-based large language model (LLM)applications.

• Learn to run and interact with the Llama 2 large language model on commodity local hardware.

• Learn to utilize zero- and few-shot prompting as well as advanced methods like grammars in llama.cpp to enhance and constrain Llama 2 model output.

• Learn about the different Llama 2 model variants: the base model, chat model, and code llama and how to interact with these models in Python.