Get an inside look at the AI supercomputer infrastructure built to run ChatGPT and other large language models, and see how to leverage it for your workloads in Azure, at any scale.

Go behind the scenes: -For how we collaborated with NVIDIA to deliver purpose-built AI infrastructure with NVIDIA GPUs -How Project Forge checkpointing works to restore job states if a long training job fails or needs to be migrated -How we used LoRA fine-tuning to update a fraction of the base model for more training throughput and smaller checkpoints -How UK-based company, Wayve, is using Azure's AI supercomputer infrastructure for self-driving cars -And how Confidential Computing works with Azure AI to combine datasets without sharing personally identifiable information for secure multiparty collaborations.

Mark Russinovich, Azure CTO, joins Jeremy Chapman to break it down.

► QUICK LINKS: 00:00 - Introduction 01:15 - AI innovation building specialized hardware and software 04:22 - Optimizing hardware 05:40 - Improved throughput 06:17 - Project Forge 08:01 - Project Forge checkpointing demo 10:02 - LoRA fine tuning 11:29 - Use AI supercomputer infrastructure for your workloads 12:34 - How Wayve is leveraging AI supercomputer infrastructure 13:47 - How Confidential Computing works with Azure AI 15:21 - Wrap up

► Link References:

Leverage Azure AI capabilities for yourself at https://aka.ms/AzureAIInfrastructure

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What runs ChatGPT? Inside Microsoft's AI supercomputer | Featuring Mark Russinovich 16:28 Share

Microsoft Mechanics Podcast

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What runs ChatGPT? Inside Microsoft's AI supercomputer | Featuring Mark Russinovich