Llama for Python Programmers
Completed by Song-Wen Huang
November 20, 2024
5 hours (approximately)
Song-Wen Huang'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: Generative AI
- Category: Generative Model Architectures
- Category: Model Optimization
- Category: Applied Machine Learning
- Category: Fine-tuning
- Category: Model Training
- Category: Prompt Engineering
- Category: Open Source Technology
- Category: Prompt Patterns
- Category: Token Optimization
- Category: Large Language Modeling
- Category: LLM Application
