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hands-on lab

Explore and Compare Models

Difficulty: Intermediate
Duration: Up to 2 hours and 7 minutes
Students: 1
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Description

Explore and Compare Models

The Microsoft Foundry model catalog serves as a central repository where you can explore and use a variety of models, facilitating the creation of your generative AI scenario. In this exercise, you’ll explore the model catalog, compare models using benchmarks, test models in the model playground, and run an evaluation using a synthetic dataset.

In this exercise, you’ll explore the model catalog in the Foundry portal and compare potential models for a generative AI application that assists in solving problems.

Learning objectives

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

  • Language models
  • Comparison of various models
  • Depployment options

Intended audience

  • Data Engineers
  • DevOps Engineers
  • Machine Learning Engineers
  • Software Engineers

Prerequisites

Familiarity with the following will be beneficial but is not required:

  • Basic machine learning concepts
  • PyTorch or TensorFlow
  • NLP preprocessing
Hands-on Lab UUID

Lab steps

0 of 2 steps completed.Use arrow keys to navigate between steps. Press Enter to go to a step if available.
  1. Accessing the Lab's Microsoft Foundry Project
  2. Explore and compare the language models

Lab Rules