Loading...

What runs GPT-4o and Microsoft Copilot? | Largest AI supercomputer in the cloud | Mark Russinovich

What runs GPT-4o and Microsoft Copilot? | Largest AI supercomputer in the cloud | Mark Russinovich

Microsoft has built the world’s largest cloud-based AI supercomputer that is already exponentially bigger than it was just 6 months ago, paving the way for a future with agentic systems.

For example, its AI infrastructure is capable of training and inferencing the most sophisticated large language models at massive scale on Azure. In parallel, Microsoft is also developing some of the most compact small language models with Phi-3, capable of running offline on your mobile phone. 

Watch Azure CTO and Microsoft Technical Fellow Mark Russinovich demonstrate this hands-on and go into the mechanics of how Microsoft is able to optimize and deliver performance with its AI infrastructure to run AI workloads of any size efficiently on a global scale. 

This includes a look at: how it designs its AI systems to take a modular and scalable approach to running a diverse set of hardware including the latest GPUs from industry leaders as well as Microsoft’s own silicon innovations; the work to develop a common interoperability layer for GPUs and AI accelerators, and its work to develop its own state-of-the-art AI-optimized hardware and software architecture to run its own commercial services like Microsoft Copilot and more.

► QUICK LINKS:
00:00 - AI Supercomputer
01:51 - Azure optimized for inference
02:41 - Small Language Models (SLMs)
03:31 - Phi-3 family of SLMs
05:03 - How to choose between SLM & LLM
06:04 - Large Language Models (LLMs)
07:47 - Our work with Maia
08:52 - Liquid cooled system for AI workloads
09:48 - Sustainability commitments 
10:15 - Move between GPUs without rewriting code or building custom kernels. 11:22 - Run the same underlying models and code on Maia silicon
12:30 - Swap LLMs or specialized models with others
13:38 - Fine-tune an LLM
14:15 - Wrap up

 

► Unfamiliar with Microsoft Mechanics? 

As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft.

• Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries

• Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog

• Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast

 

► Keep getting this insider knowledge, join us on social:

• Follow us on Twitter: https://twitter.com/MSFTMechanics 

• Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/

• Enjoy us on Instagram: https://www.instagram.com/msftmechanics/

• Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics

 

Published on:

Learn more
Microsoft Mechanics Podcast
Microsoft Mechanics Podcast

Made for tech enthusiasts and IT professionals. Expanded coverage of your favorite technologies across Microsoft; including Office, Azure, Windows and Data Platforms. We'll even bring you broader topics such as device innovation with Surface, machine learning, and predictive analytics.

Share post:

Related posts

Microsoft Copilot Studio – Billing consumption analysis on agent level

We are announcing the ability to analyze billing consumption on the agent level, allowing makers to track Copilot agents’ billing consum...

23 hours ago

Microsoft Copilot Studio – Control how agents are shared

We are announcing the ability to control how agents are shared in your tenant for Microsoft Copilot Studio. This feature will reach general av...

23 hours ago

Microsoft Copilot (Microsoft 365): Reference up to 5 files when creating a presentation with Copilot for PowerPoint

You can now reference up to 5 files when creating a presentation with Copilot. Product PowerPoint Release phase General Availability Release d...

23 hours ago

Microsoft Copilot (Microsoft 365): Access audio overviews from the top of your Word document

Ask Copilot to generate an audio overview of your document from the Summary tab in the document snapshot. Product Word Release phase General A...

23 hours ago

Microsoft Copilot (Microsoft 365): Reference a Microsoft Teams meeting when creating a PowerPoint presentation

You can now reference a Microsoft Teams meeting when you create a presentation with Copilot in PowerPoint. Product PowerPoint Release phase Ge...

23 hours ago

Microsoft Copilot (Microsoft 365): Create a presentation with Copilot from the PowerPoint backstage view

You can now create a presentation with Copilot straight from the PowerPoint backstage view, accessible when you start PowerPoint or when you s...

1 day ago

Microsoft Copilot: Metadata for Shared agent management

This feature will introduce metadata for Shared agents. It will include the ability to export all data, ensuring that metadata is included, su...

3 days ago

Microsoft Copilot (Microsoft 365): Admins can use MAC to pin Agents for their entire tenant or specific users or groups

Admins can pin Microsoft Copilot agents for their entire tenant or specific users/groups, enhancing discoverability and engagement. This featu...

3 days ago

Microsoft Copilot Studio – Enable agents with new real time knowledge sources

We are announcing the Enable agents with new real time knowledge sources feature for Microsoft Copilot Studio. This feature enables you to bui...

3 days ago

Microsoft Copilot Studio – Configure triggers with end user credentials for seamless event driven automation

We are announcing a new way to configure triggers within Copilot Studio. This feature will allow you to create an agent with a trigger and act...

3 days ago
Stay up to date with latest Microsoft Dynamics 365 and Power Platform news!
* Yes, I agree to the privacy policy