AI-900 LAB: Fine-Tuning GPT Models in Azure AI Foundry – Step-by-Step Guide

Опубликовано: 11 Февраль 2025
на канале: Skilltech Club
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Welcome to this hands-on AI-900 lab session, where we dive deep into fine-tuning GPT models using Azure AI Foundry! Fine-tuning allows developers to customize AI models for specific industries, use cases, and data sets, improving response accuracy and relevance. Whether you're preparing for the Microsoft AI-900 Certification or working on AI-driven applications, this tutorial will provide a step-by-step walkthrough of fine-tuning GPT models in Azure.

🔍 What You’ll Learn in This Video:
1️⃣ Introduction to Fine-Tuning GPT Models in Azure AI Foundry
2️⃣ Why Fine-Tuning is Essential for Custom AI Applications
3️⃣ Setting Up Azure AI Foundry for GPT Model Fine-Tuning
4️⃣ Uploading & Preparing Training Data for Customization
5️⃣ Training and Deploying a Fine-Tuned GPT Model
6️⃣ Testing & Optimizing Model Performance for Real-World Use Cases

🛠️ Who Is This For?
AI & ML Enthusiasts exploring custom AI solutions
Developers & data scientists working on AI-powered applications
Professionals preparing for the Microsoft AI-900 Certification
Businesses looking to customize AI for customer support, automation, & NLP

📌 Key Highlights:
✅ Hands-on demo of GPT fine-tuning in Azure AI Foundry
✅ Customizing AI models for industry-specific applications
✅ Training and deploying AI models with real-world datasets
✅ Optimizing GPT models for better accuracy & efficiency

💡 Learn how to fine-tune AI models for better, more tailored responses using Azure AI Foundry today!

🔗 Additional Resources:
👉 Azure AI Foundry Documentation:https://microsoftlearning.github.io/m...

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Chapters:

0:00 - 01:24 - Intro
01:24 - 04:45 - Create an AI hub and project in the Azure AI Foundry portal
04:45 - 13:50 - Fine-tune a GPT-3.5 model
13:50 - 19:14 - Chat with a base model
19:14 - 22:37 - Deploy the fine-tuned model
22:37 - 25:11 - Test the fine-tuned model


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