This article provides a step by step investigation of why Gemma 4 E2B, run from the same GGUF file with the same llama.cpp build and greedy decoding, gives different answers on a GTX 1650 Ti laptop GPU and a Tesla T4, followed through…
Big models are where inference engines show off. There's a lot of room to win. 27B is harder. The model is small, the GPU isn't the bottleneck in the same way, and every engine starts to look alike. So that's where…
NVIDIA CUDA 13.5 brings Vera Rubin platform to general availability, adds GPU scheduling enhancements, and supports Windows on Arm for DGX Station. CUDA 13.5 introduces new features for GPU workload management, including: As NVIDIA continues to refine its CUDA platform, the release…
Perplexity is expanding its artificial intelligence platform with a new feature called Teammates, designed to let users delegate ongoing work to AI agents. Instead of responding to individual prompts, these digital assistants can manage projects, coordinate tasks, and continue working…
CUDA is the software foundation for running calculations on NVIDIA GPUs. This 13.5 release focuses on expanding supported products and updating the Multi-Process Service (MPS), a mechanism for sharing GPUs across multiple processes. Vera Rubin (NVIDIA GPU generation name, Rubin architecture):…
The Chinese government reportedly recruited a female executive to spy on Nvidia CEO Jensen Huang, to gain intelligence about the company’s most advanced chips, The New York Times reports. Nvidia, currently the world’s most valuable company, makes many of the…
On iPhone and iPad, alerts work once MadRobot is on your Home Screen. Tap the Share button, choose Add to Home Screen, then open MadRobot from there and tap the bell. Notifications are blocked for this site in your browser…
The spy who targeted NVIDIA CEO Jensen Huang was reportedly a recruit by China's version of the CIA. US officials say Huang was romantically involved with her. China's main intelligence agency reportedly recruited the spy who targeted NVIDIA's CEO US…
When a speech model runs slower than real time, the reflex is to rent a bigger GPU. With Ming-3.0-tts-0.5B that buys very little. An RTX 2000 Ada sat idle more than two thirds of the time. An RTX 4090 worked at…
China's intelligence agency recruited Megaspeed executive Alice Huang to spy on Nvidia CEO Jensen Huang, according to The New York Times. The Ministry of State Security (MSS) enlisted her to glean information about American AI chips and "potentially influence the…
Nvidia's AI chips and systems, from Blackwell and GB300 to Vera Rubin, DGX Spark and CUDA, and the launches at GTC keynotes.
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