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This session is a 60-minute live demonstration of interaction with OpenAI models GPT-3.5 Instruct (gpt-35-turbo-instruct) and GPT-3.5 Turbo (gpt-3.5-turbo). You can follow along with the demonstration live using Use Azure AI Studio or OpenAI Playground, or work through the examples in this repository later at your own pace and schedule.
The goal of this 60-minute session is to:
- Understand the implementation and capabilities of the GPT-3.5 family of models
- Learn how to use and customize natural language generative AI models using prompt engineering techniques
- Understand the basics of integrating OpenAI models into applications with the API
You will need an Azure Account or an OpenAI account to complete this lab. If you do not have an Azure Account, you can create one for free here, and request access to Azure OpenAI Service here.
Visit the lab website to get started.
Watch a video recording of this lab on YouTube: Make Azure AI Real: Exploring Azure OpenAI Service.
This workshop will cover the following topics:
- Setup: Create and deploy the Azure OpenAI resource in the Azure Portal
- Explore Models: Understand the natural language models availabe in OpenAI and Azure OpenAI Service.
- Completions: Understand and experiment with prompts and completions.
- Tokens: Learn about tokens in OpenAI models.
- Applications: Learn about applications of natural language generative AI models.
- Conversations: Using the Chat playground.
- Prompt Engineering: Learn how to use prompt engineering to customize the behavior of the model.
- Using the API: Learn how to generate integration code for use with the Azure OpenAI API.
- Learnings and Resources: Recap and links for further learning.
- Extra Credit: Explore the capabilities of Bing Chat.
"Explore the OpenAI GPT-3.5 Models", David Smith (Microsoft), 2023. When referening this repository, please use the shortlink: https://aka.ms/exploring-gpt35
Presented at Make AI Real in a Day, October 26 2023.
This repository was created by David Smith (Microsoft). Some content contributed by Henk Boelman (Microsoft) and Amy Boyd (Microsoft). Docusaurus integration by Dave Glover (Microsoft).
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You are free to copy, adapt and use this content according to the terms of the MIT License. For information on how to configure a fork of this site for deployment, see Building.md.
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