The Real Cost of Running SOTA LLMs Locally
Running state-of-the-art large language models locally requires either a $50,000+ multi-GPU rig or a software-driven pipeline decomposition approach, as memory bandwidth—not compute—is the primary bot…
Running state-of-the-art large language models locally requires either a $50,000+ multi-GPU rig or a software-driven pipeline decomposition approach, as memory bandwidth—not compute—is the primary bot…
The Air Force Research Laboratory unveiled Flyer, a $20 million supercomputer at Wright-Patterson Air Force Base, on June 18. The HPE Cray XD system delivers 8.7 petaFLOPS and includes 64 Nvidia H100 …
Cloudflare CEO Matthew Prince stated on June 3, 2026, that AI bot traffic has surpassed human traffic on the Internet, driven by the rise of agentic AI platforms. Server CPUs are becoming critical inf…
AMD and Rackspace Technology signed a definitive agreement for a phased 30 MW deployment of AMD-based AI compute across Rackspace's global data centers, starting late 2026 through 2028. The deal posit…
AMD and Rackspace Technology signed a definitive agreement to deploy an initial 30 MW of AMD AI compute across Rackspace data centers from late 2026 through 2028, integrating AMD Instinct GPUs and EPY…
Google Research and UC San Diego have repurposed 2,000 retired Pixel phones into a data center that matches the performance of 50 traditional servers, achieving higher per-thread CPU scores than AMD E…
Nick Creighton, an operator who ships, provides a detailed blueprint for deploying Meta's Llama 3 706B model locally, emphasizing privacy, latency, and cost benefits over cloud APIs. He outlines the e…
Nvidia has partnered with smart electrical panel maker SPAN and homebuilder PulteGroup to deploy compact AI compute nodes, called XFRA, on residential properties. The pilot program targets around 100 …
Nvidia, in partnership with Span and PulteGroup, launched the XFRA initiative to install mini AI data centers in residential backyards, using surplus household electricity to power compact computing n…