By Efosa Udinmwen
Publication Date: 2026-02-21 19:35:00
- Meta and Nvidia launch multiyear partnership for hyperscale AI infrastructure
- Millions of Nvidia’s GPUs and Arm-based CPUs will handle extreme workloads
- Unified architecture spans data centers and Nvidia cloud partner deployments
Meta has announced a multi-year partnership with Nvidia aimed at building hyperscale AI infrastructure capable of handling some of the largest workloads in the technology sector.
This collaboration will deploy millions of GPUs and Arm-based CPUs, expand network capacity, and integrate advanced privacy-preserving computing techniques across the company’s platforms.
The initiative seeks to combine Meta’s extensive production workloads with Nvidia’s hardware and software ecosystem to optimize performance and efficiency.
Unified architecture across data centers
The two companies are creating a unified infrastructure architecture that spans on-premises data centers and Nvidia cloud partner deployments.
This approach simplifies operations while providing scalable, high-performance computing resources for AI training and inference.
“No one deploys AI at Meta’s scale — integrating frontier research with industrial-scale infrastructure to power the world’s largest personalization and recommendation systems for billions of users,” said Jensen Huang, founder and CEO of Nvidia.
“Through deep codesign across CPUs, GPUs, networking and software, we are bringing the full Nvidia platform to Meta’s researchers and engineers as they…
