DGX Spark

7 stories tagged DGX Spark.

Xiaomi AI Cube with illuminated orange vents next to performance comparison text showing 1.22 TB/s versus 273 GB/s speeds

Xiaomi's AI Cube vs DGX Spark: Reading the Specs Honestly

The viral bandwidth claim comes from one chip, the memory from another. What actually separates Xiaomi's prototype from NVIDIA's shipping DGX Spark.

Man in glasses discussing AI servers with retro arcade graphics overlay and text about slow local AI being better than…

Dual DGX Spark Matches Pricier AI Clusters in Testing

Marcus Chen-Ramirez2 months ago

AI. Marcus Chen-Ramirez2 months ago

Dual DGX Spark Matches Pricier AI Clusters in Testing

Level1Techs tests a dual DGX Spark against a far more expensive RTX Pro 6000 cluster—and the results challenge assumptions about what local AI actually costs.

Man in blue shirt holds a device showing lightning effects between an Apple tablet and NVIDIA graphics card in an office

Splitting One LLM Across Two Machines: Does It Actually Work?

Yuki Okonkwo6 months ago

AI. Yuki Okonkwo6 months ago

Splitting One LLM Across Two Machines: Does It Actually Work?

Alex Ziskind tested disaggregated inference by combining a DGX Spark and Mac Studio to run LLMs. Here's what actually happened when theory met reality.

A person in headphones points at a Dell server surrounded by tech logos (NVIDIA, Hugging Face, Together AI) against…

Desktop AI Supercomputers: What Dell's GB10 Says About Tech

Samira Barnes7 months ago

AI. Samira Barnes7 months ago

Desktop AI Supercomputers: What Dell's GB10 Says About Tech

Dell's Pro Max with GB10 brings Nvidia's Blackwell chips to your desk. But who needs a 1 petaflop AI workstation at home, and what does it signal about computing's future?

Four external hard drives or storage devices displayed in a row on a white surface against a blue background, showing…

The AI Desktop 'Throttling' Story Nobody Got Right

Marcus Chen-Ramirez8 months ago

AI. Marcus Chen-Ramirez8 months ago

The AI Desktop 'Throttling' Story Nobody Got Right

When John Carmack reported power issues with NVIDIA's DGX Spark, headlines screamed 'throttling.' The reality is more interesting—and more fixable.

Man in blue shirt comparing a silver Mac mini to a gold DGX Spark device with surprised expression

DGX Spark: Rethinking Benchmarking Myths

Mike Sullivan9 months ago

AI. Mike Sullivan9 months ago

DGX Spark: Rethinking Benchmarking Myths

Explore how DGX Spark defies initial benchmarks with concurrency, revealing a new perspective on performance evaluation.

Man in glasses gesturing enthusiastically above a Gigabyte server with text "DGX Spark but Faster" on blue background

Gigabyte AI Top Atom: A Retro Future in AI?

Mike Sullivan9 months ago

AI. Mike Sullivan9 months ago

Gigabyte AI Top Atom: A Retro Future in AI?

Exploring Gigabyte's AI Top Atom, a personal supercomputer with a nod to classic tech cycles.