TogetherAI_API_KEY

This course helps amp up your prompt engineering skills using Llama 3 through hands-on exercises and real-world use cases.

llama.tar.gz

together_api

hugging_face

together_api_streamlit

Generative AI and large language models have brought opportunities for improving work efficiency by automating several tasks that would otherwise take much of our time. They have also changed how people—who would otherwise need to rely on others—can now do creative work using various generative AI tools. Demand for people knowledgeable in these tools continues to grow.

This course starts by introducing learners to Llama 3. You’ll begin by learning different prompting techniques and best practices to get the desired results. Then, you’ll look at various parameters that can be used to control the model’s output. From there, you’ll get hands-on exposure to some real-world applications. You’ll end the course by discussing certain ethical challenges and limitations of Llama 3.

By the time you finish this course, you will be able to utilize Llama 3 in scenarios ranging from text summarization, sentiment analysis, and image generation on one hand, to code generation and frontend development on the other.

Introduction to Prompt Engineering with Llama 3

Including personal opinions in the prompt.

What quality is most important while writing prompts for text summarization?

What quality is most important while writing prompts for text summarization?

Verify the grammatical correctness of the summary.

What is the best way to evaluate the quality of the summary generated by Llama 3?

What is the best way to evaluate the quality of the summary generated by Llama 3?

Using Llama 3 for writing code for the complete project.

Using Llama 3 for solving specific problems.

Using Llama 3 for only solving complex problems.

**(Select all that apply.)** How can we use Llama 3 for code generation in real-world development?

(Select all that apply.) How can we use Llama 3 for code generation in real-world development?

**Scenario:** We are creating a form on a web page that inputs detailed personal and financial information. We are provided with a set of reference form examples.

**(Select all that apply.)** Which approach will be helpful for creating a form?


Scenario: We are creating a form on a web page that inputs detailed personal and financial information. We are provided with a set of reference form examples.
(Select all that apply.) Which approach will be helpful for creating a form?

We can add context and constraints in the prompt.

We can use chain-of-thought prompting to describe the layout in the prompt.

What is the best way to add a specific layout of elements on a web page using Llama 3?

What is the best way to add a specific layout of elements on a web page using Llama 3?

Imagine a market with colorful stalls, lights, and people shopping.

Imagine a Moroccan market with a few people shopping.

Imagine a busy market full of Moroccan people shopping.

Imagine a busy Moroccan market with stalls, lights, and people shopping in their traditional dresses.

Which prompts will generate the most relevant results for a busy market in Morocco?

Which prompts will generate the most relevant results for a busy market in Morocco?

Take a short quiz to test your understanding of applying prompt engineering concepts.

Getting Started

Getting Started with Llama 3

Prompt Engineering

Prompt Engineering for Specific Tasks

Wrap Up

Quiz: Prompt Engineering for Specific Tasks