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Training and fine-tuning your large AI models using Azure Blob Storage

Microsoft Azure 1,543 4 months ago
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Unlock the full potential of your AI training and fine-tuning pipelines with this comprehensive guide. Start by understanding the critical storage requirements, then dive into Blobfuse2, a powerful tool that allows you to directly mount Azure Storage on your computing environment. Learn about scaled accounts, a feature designed to handle PiB-scale data in Azure Storage, ensuring seamless access and management. Elevate your AI workflows and data strategies with these advanced techniques. Chapter 1: Introduction and Agenda 00:00 – 00:38 Chapter 2: AI Training and fine-tuning pipeline 00:38 – 03:12 Chapter 3: Storage requirements 03:12 – 04:33 Chapter 4: BlobFuse2 04:33 – 05:33 Chapter 5: BlobFuse2 Demo 05:33 – 09:12 Chapter 6: BlobFuse2 Caching Options 09:12 – 11:27 Chapter 7: Fine-tuning demo 11:27 – 14:35 Chapter 8: IOR benchmark test 14:35 – 17:22 Chapter 9: Scaled accounts 17:22 – 18:15 Chapter 10: Summary and More Resources 18:15 – 20:01 Learn more: https://msft.it/6054oD7Q2 https://msft.it/6055oD7QN https://msft.it/6056oD7Q4 #Microsoft #MicrosoftAzure

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