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Write Llama 3 prompts like a pro

Llama 3 is a state-of-the-art, open-source LLM that outperformed GPT-3.5, the model behind the free version of ChatGPT, on a variety of benchmarks. To get the most out of Llama 3, a special prompt format should be used. This project provides instructions on the optimal way to interact with Llama 3 to ensure you receive the best possible responses.

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Guided Project

Artificial Intelligence

242 Enrolled
4.3
(38 Reviews)

At a Glance

Llama 3 is a state-of-the-art, open-source LLM that outperformed GPT-3.5, the model behind the free version of ChatGPT, on a variety of benchmarks. To get the most out of Llama 3, a special prompt format should be used. This project provides instructions on the optimal way to interact with Llama 3 to ensure you receive the best possible responses.

Why LLAMA 3?

Llama 3 is an advanced open-source large language model (LLM). It’s a significant upgrade from the Llama 2 model, setting a new standard for LLMs of its size. For instance, on a human evaluation set, Llama 3 beat the following models:*

Moreover, Llama 3 has performed exceptionally well on the following popular benchmarks:

This project will teach you how to work with Llama 3. You'll learn how to give it instructions (called "prompts") that maximize your chances of obtaining high-quality responses. We'll use examples and a step-by-step exercise to ensure you understand everything.



Objectives:

  1. Learn the right way to structure prompts for Llama 3.
  2. Practice using Llama 3 with hands-on exercises with the IBM's watsonx.ai LLM interface.
  3. Use LangChain to construct custom prompt templates.

* https://ai.meta.com/blog/meta-llama-3/


What You'll Need:

All you need is a browser and general knowledge of Python.Β 
Access to Llama 3 LLM hosted on watsonx.ai is provided free of charge.

Estimated Effort

15 Min

Level

Beginner

Skills You Will Learn

Artificial Intelligence, LangChain, LLM, Prompt Engineering, Python

Language

English

Course Code

GPXX0EYHEN

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