Working with Llama 3

IntermediarNivel de competențe

Actualizat 03.2025

Explore the latest techniques for running the Llama LLM locally and integrating it within your stack.

Descrierea cursului

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 how to run Llama locally, guide its responses using prompt engineering, and build structured and context-aware conversations.

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 use cases. You'll gain hands-on experience setting up, running, and interacting with the model using the llama-cpp-python library. As you progress, you'll apply techniques to refine Llama’s responses, maintain conversation history, and generate structured outputs ready to be integrated into automated workflows.

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.

Cerințe prealabile

Python Toolbox

Understanding LLMs and Llama

The field of large language models has exploded, and Llama is a standout. With Llama 3, possibilities have soared. Explore its capabilities, learn to use it with llama-cpp-python, and understand how to control the model's behavior by adjusting parameters and assigning specific roles to guide the conversation.

What is Llama?

50 XP

Chatting with Llama 3

100 XP

Extracting the response

100 XP

Tuning Llama 3 parameters

50 XP

Guiding customer support responses

100 XP

Ensuring safe responses

100 XP

Generating creative copy

100 XP

Assigning chat roles

50 XP

Building a conversation

100 XP

System messages

100 XP

Începe capitolul

Using Llama Locally

Language models can do more than just generate text - they can be guided to produce structured and context-aware responses. In this chapter, you'll explore how to leverage llama-cpp-python to generate outputs in specific formats, including JSON-compatible responses for data integration. You'll also refine Llama's output using prompting techniques to align responses with different tasks. Finally, you'll build conversations that maintain context across multiple exchanges, ensuring more natural interactions.

Guiding unstructured responses

50 XP

Formatting prompts for Llama

100 XP

Few-shot prompting with Llama

100 XP

Generating structured output

50 XP

Creating a JSON inventory list

100 XP

Specifying structured JSON schema

100 XP

Building conversations

50 XP

Creating a conversational class

100 XP

Single-turn conversation

100 XP

Multi-turn conversations

100 XP

Congratulations!

50 XP

Începe capitolul

Working with Llama 3

Curs
finalizat

Obține diploma de absolvire

Adaugă această acreditare la profilul tău LinkedIn, CV sau rezumat
Distribuie pe rețelele de socializare și în evaluarea ta de performanțăÎnscrie-te acum

Working with Llama 3

Formare pentru o echipă?

Descrierea cursului

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

Understand the Llama model and its applications

Cerințe prealabile

Understanding LLMs and Llama

Using Llama Locally

Obține diploma de absolvire

Alătură-te celor peste 19 de milioane de cursanți și începe Working with Llama 3 astăzi!

Dezvoltați-vă abilitățile de gestionare a datelor cu DataCamp pentru mobil

Descrierea cursului

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

Understand the Llama model and its applications

Obține diploma de absolvire

Alătură-te celor peste .css-nklxlk{color:var(--wf-brand--main, #03EF62);}19 de milioane de cursanți și începe Working with Llama 3 astăzi!

Creează-ți contul gratuit

Dezvoltați-vă abilitățile de gestionare a datelor cu DataCamp pentru mobil

Alătură-te celor peste 19 de milioane de cursanți și începe Working with Llama 3 astăzi!