NVIDIA's DGX Spark, powered by the GB10 superchip with 128 GB of unified LPDDR5X memory, achieves only 11.5 tokens per second running Qwen3.8-27B at Q4_K_XL quantization, limited by 273 GB/s memory ba…
A developer benchmarked Hashcat on an NVIDIA GB10 GPU inside a DGX Spark system, reporting speeds of 81.16 GH/s for MD4, 53.54 GH/s for MD5, and 16.70 GH/s for SHA1. The benchmark used Hashcat v7.1.2-…
StorageReview's lab-tested leaderboard for best local AI desktops in 2026 ranks the NVIDIA DGX Spark as the best overall deskside AI system, featuring a GB10 Grace Blackwell superchip with 128GB unifi…
The FEX Emulator, a Valve-backed project for running x86/x86_64 software on ARM64 systems, released its FEX 2607 update with optimizations for yet-to-be-released 256-bit SVE2 ARM processors, improveme…
A developer created a daemon to reduce GPU temperatures on the NVIDIA DGX Spark by clock-locking via nvidia-smi -lgc. The daemon samples temperature every 30 seconds and adjusts clock ceilings, droppi…
NVIDIA launched Enterprise Manageability for its DGX Spark and GB10 systems, providing IT teams with a complete operational framework covering the full lifecycle from provisioning to end-of-life retir…
A developer reports that running gpt-oss-120B on an NVIDIA DGX Spark (GB10) failed due to MXFP4 quantization lacking native hardware support on SM121, causing kernel hangs and memory spikes. Switching…
NVIDIA CEO Jensen Huang announced the RTX Spark superchip during his Computex keynote, targeting compact desktop PCs and laptops with up to a 6,144-core Blackwell GPU, 20 Arm cores, and 128GB of unifi…
NVIDIA's ASUS Ascent GX10 edge AI system, powered by the GB10 SoC, lacks any supported software interface for CPU energy measurement, making process-level energy attribution impossible on the platform…
Ollama, an AI model server, ran on a MacBook with no NVIDIA GPU by using GTAP software to intercept CUDA calls and forward them to a remote DGX Spark workstation with a 128 GB Blackwell GPU. The setup…
The article analyzes Nvidia's GB10 processor, highlighting its integrated GPU (iGPU) based on the Blackwell architecture with 48 Streaming Multiprocessors, which is comparable to an RTX 5070 but with …
Arm's Cortex X925 is a high-performance CPU core designed to compete with desktop-class processors from AMD and Intel, achieving performance parity with AMD's Zen 5 and Intel's Lion Cove in Nvidia's G…
The Arm Cortex A725 is a 5-wide out-of-order core designed for density-optimized performance, serving as the latest in Arm's 7-series line. It is featured in Nvidia's GB10 SoC, which pairs ten A725 co…
The Nvidia GB10, a collaboration with MediaTek, integrates a Blackwell GPU with 48 SMs and a powerful CPU consisting of 10 Cortex X925 and 10 Cortex A725 cores. The memory subsystem features a split L…