Offered By: IBMSkillsNetwork
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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Artificial Intelligence
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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:*
Llama 3 head-to-head against other popular models on a human evaluation dataset
Moreover, Llama 3 has performed exceptionally well on the following popular benchmarks:
The comparison of LLAMA 3 vs other prominent LLMs *
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.
Llama 3 head-to-head against other popular models on a human evaluation dataset
Moreover, Llama 3 has performed exceptionally well on the following popular benchmarks:
The comparison of LLAMA 3 vs other prominent LLMs *
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:
- Learn the right way to structure prompts for Llama 3.
- Practice using Llama 3 with hands-on exercises with the IBM's watsonx.ai LLM interface.
- 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.