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Working with Llama 3

Intermediate
Updated 02/2025
Explore the latest techniques for running the Llama LLM locally, fine-tuning it, and integrating it within your stack.
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LlamaArtificial Intelligence4 hours7 videos20 exercises1,650 XP4,387Statement of Accomplishment

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Course Description

Learn to use the Llama Large-Language Model (LLM)

What is the Llama LLM, and how can you use it to enhance your projects? This course will teach you about the architecture of Llama and its applications. You’ll also gain insights into optimizing its performance and deploying it effectively for a range of tasks.

Understand the Llama model and its applications

You’ll start with an introduction to the foundational concepts of Llama, learning how to interact with Llama models and exploring their general use cases. You'll also gain hands-on experience setting up, running, and performing inference using the llama-cpp-python library. To wrap up the course, you’ll apply advanced techniques to maximize efficiency for specific tasks, including buidling an agent based on the Llama model.

This is an ideal introduction to Llama for developers and AI practitioners. It explores the foundations of this powerful open-source LLM and how to apply it in real-world scenarios.

Prerequisites

Introduction to LLMs in Python
1

Understanding LLMs and Llama

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2

Using Llama Locally

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Working with Llama 3
Course
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