Simulator-based reinforcement learning for data center cooling optimization

We’re sharing more about the role that reinforcement learning plays in helping us optimize our data centers’ environmental controls. Our reinforcement learning-based approach has helped us reduce energy consumption and water usage across various weather conditions in our data centers.   Meta is revamping its new data center design to optimize for artificial intelligence and the…

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Inside Bento: Jupyter Notebooks at Meta

This episode of the Meta Tech Podcast is all about Bento, Meta’s internal distribution of Jupyter Notebooks, an open-source web-based computing platform. Bento allows our engineers to mix code, text, and multimedia in a single document and serves a wide range of use cases at Meta from prototyping to complex machine learning workflows. Pascal Hartig…

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Statement of Support for Meta’s Open Approach to Today’s AI

“We support an open innovation approach to AI. Responsible and open innovation gives us all a stake in the AI development process, bringing visibility, scrutiny and trust to these technologies. Opening today’s Llama models will let everyone benefit from this technology.” Jonathan Abrahamson, Chief Product and Digital Officer, Deutsche Telekom Wole Abu, Chief Executive Officer,…

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Meta and Microsoft Introduce the Next Generation of Llama

Recent breakthroughs in AI, and generative AI in particular, have captured the public’s imagination and demonstrated what those developing these technologies have long known — they have the potential to help people do incredible things, create a new era of economic and social opportunities, and give individuals, creators, and businesses new ways to express themselves…

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Our open source build system

Buck2, our new open source, large-scale build system, is now available on GitHub. Buck2 is an extensible and performant build system written in Rust and designed to make your build experience faster and more efficient.  In our internal tests at Meta, we observed that Buck2 completed builds 2x as fast as Buck1. Buck2, Meta’s open…

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How the Metaverse Can Transform Education

Digital technologies have transformed education over the last two decades. I’m only in my 50s, but when I went to school the most technologically advanced thing in class was a pocket calculator. Now, iPads and other tablets are commonplace. Museums and galleries the world over have integrated touch screens and interactive elements to their exhibits….

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