GPUs
PewDiePie goes all-in on self-hosting AI using modded GPUs, with plans to build his own model soon — YouTuber pits multiple chatbots against each other to find the best answers
[ad_1] PewDiePie has built a custom web UI for self-hosting AI models called “ChatOS” that runs on his custom PC with 2x RTX 4000 Ada cards, along with 8x modded RTX 4090s with 48 GB of VRAM. Running open-source models from Baidu and OpenAI, PewDiePie made a “council” of bots that voted on the best…
Blackwell GPU’s exclusion from high-level trade talks highlights deepening AI ecosystem rift between nations — China aims to build sovereign hardware and software systems without Nvidia
[ad_1] The newly announced China-U.S. trade ceasefire appears, at first glance, to be a long-overdue cooling-off period. For now, China will delay its sweeping new export controls on rare earth elements, while the U.S. holds off on tariff increases, which will remain at 10%. This will come as a much-welcome reprieve for hardware manufacturers, who…
Saying goodbye to Nvidia’s retired GeForce GTX 1080 Ti — we benchmark 2017’s hottest graphics card against some modern GPUs as it rides into the sunset
[ad_1] Nvidia’s GeForce GTX 1080 Ti shook the world of gaming like few other products have when it arrived over eight years ago in March 2017. I personally reviewed it at launch, and I was astounded by how smoothly and fluidly it handled the most challenging games of its time, even at 4K (and without…
Nvidia is turning GPUs into capital, but questions exist around sustainability — AI companies are financing hardware like debt, as bank warns of ‘sharp market correction’
[ad_1] Compute used to be something you rented. You spun up a few cloud instances and paid your AWS bill. If you needed more, you just scaled up your usage. That model still exists, but with the generative AI boom, it’s breaking down. Supply shortages and hardware hoarding, alongside capital excess, have given rise to…
MLPerf Inference v5.1 (2025): Results Explained for GPUs, CPUs, and AI Accelerators
[ad_1] What MLPerf Inference Actually Measures? MLPerf Inference quantifies how fast a complete system (hardware + runtime + serving stack) executes fixed, pre-trained models under strict latency and accuracy constraints. Results are reported for the Datacenter and Edge suites with standardized request patterns (“scenarios”) generated by LoadGen, ensuring architectural neutrality and reproducibility. The Closed division…
Nvidia outlines plans for using light for communication between AI GPUs by 2026 — silicon photonics and co-packaged optics may become mandatory for next-gen AI data centers
[ad_1] The extreme demands of passing communication between ever-growing clusters of AI GPUs is fueling a move towards using light for communication across the networking layers. Earlier this year, Nvidia outlined that its next-generation rack-scale AI platforms will use silicon photonics interconnects with co-packaged optics (CPO) for higher transfer rates at lower power. At the…
The Ultimate Guide to CPUs, GPUs, NPUs, and TPUs for AI/ML: Performance, Use Cases, and Key Differences
[ad_1] Artificial intelligence and machine learning workloads have fueled the evolution of specialized hardware to accelerate computation far beyond what traditional CPUs can offer. Each processing unit—CPU, GPU, NPU, TPU—plays a distinct role in the AI ecosystem, optimized for certain models, applications, or environments. Here’s a technical, data-driven breakdown of their core differences and best…
Elon Musk says xAI is targeting 50 million ‘H100 equivalent’ AI GPUs in five years — 230k GPUs, including 30k GB200s already reportedly operational for training Grok
[ad_1] Leading AI companies have been bragging about the number of GPUs they use or plan to use in the future. Just yesterday, OpenAI announced plans to build infrastructure to power two million GPUs, but now Elon Musk has revealed even more colossal plans: the equivalent of 50 million H100 GPUs to be deployed for…
RTX 5060 vs 5060 Ti – Complete Buying Guide for Best Gaming GPUs in 2025
[ad_1] Introduction The NVIDIA RTX 5060 and 5060 Ti are making waves in the budget gaming world in 2025, which is eagerly anticipating the release of NVIDIA’s new mid-range triage for 2025. Both GPUs promise top-tier performance for a reasonable price and help you upgrade your gaming rig without breaking the bank. Whether you are…
How many GPUs can a Motherboard support?
[ad_1] The number of GPUs that a motherboard can support depends on the number of PCI Express slots it has. Most motherboards have either two or three PCIe slots, which means they can support up to two or three GPUs. However, some high-end motherboards have four or more PCIe slots, which means they can support…
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