Llama for Python Programmers
Completed by Adam Patterson
March 8, 2025
5 hours (approximately)
Adam Patterson's account is verified. Coursera certifies their successful completion of Llama for Python Programmers
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.
Skills you will gain
- Category: Applied Machine Learning
- Category: Generative AI
- Category: Python Programming
- Category: Prompt Engineering
- Category: Model Training
- Category: Open Source Technology
- Category: Model Optimization
- Category: Generative Model Architectures
- Category: Prompt Patterns
- Category: Token Optimization
- Category: Fine-tuning
- Category: Large Language Modeling
