AI workstation

A desktop-class machine with large unified memory and integrated accelerators that runs and fine-tunes sizeable models locally, collapsing the gap between developer hardware and datacenter inference.

grounded in: spark.sh / spark_stats.py publishing 2-node GB10 Grace Blackwell telemetry refreshes every 30 min, aligned with the HN trend 'Local LLM inference on modest hardware — running capable models cheaply wi

Connected concepts

Local-first inference, 2-node NVIDIA GB10 (DGX Spark), Unified memory inference, CPU inference serving, Distributed inference, Neocloud