Working with Llama 3

MedelnivåKunskapsnivå

Uppdaterad 2025-03

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

Kursbeskrivning

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.

Förkunskapskrav

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

Starta kapitel

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

Starta kapitel

Working with Llama 3

Kurs
slutförd

Tjäna ett prestationsbevis

Lägg till det här beviset i din LinkedIn-profil, ditt CV eller din meritförteckning
Dela det i sociala medier och i din medarbetarutvärderingRegistrera dig nu

Working with Llama 3

Utbildar du ett team?

Kursbeskrivning

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

Understand the Llama model and its applications

Förkunskapskrav

Understanding LLMs and Llama

Using Llama Locally

Tjäna ett prestationsbevis

Gå med 19 miljoner lärande och börja Working with Llama 3 idag!

Utveckla dina datakunskaper med DataCamp för mobilen

Kursbeskrivning

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

Understand the Llama model and its applications

Tjäna ett prestationsbevis

Gå med .css-nklxlk{color:var(--wf-brand--main, #03EF62);}19 miljoner lärande och börja Working with Llama 3 idag!

Skapa ditt kostnadsfria konto

Utveckla dina datakunskaper med DataCamp för mobilen

Gå med 19 miljoner lärande och börja Working with Llama 3 idag!