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hands-on lab

Fine-Tune a Language Model for Chat Completion in the Microsoft Foundry

Difficulty: Intermediate
Duration: Up to 2 hours
Students: 31
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Description

Microsoft Foundry is a comprehensive web portal that consolidates a range of Azure AI services into a unified development environment.

In this lab, you will fine-tune a language model with the Azure AI Foundry that you want to use for a custom chat application scenario. You will compare the fine-tuned model with a base model to assess whether the fine-tuned model fits your needs better.

Learning objectives

Upon completion of this intermediate-level lab, you will be able to:

  •  Understand when to fine-tune a model.
  •  Prepare your data to fine-tune a chat completion model.
  •  Fine-tune a base model in the Azure AI Foundry portal.

Intended audience

  •  Software Engineers
  •  AI Engineer
  •  Cloud Architects
  •  DevOps Engineers

Prerequisites

  •  Azure AI Services
Hands-on Lab UUID

Lab steps

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  1. Logging in to the Microsoft Azure Portal
  2. Fine-tune a language model for chat completion in the Microsoft Foundry

Lab Rules