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

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

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

Date: December 18, 2024