Blog
Engineering notes. Every number comes with the hardware, the tool, the shape of the test and the date.
Humming against CUTLASS on the GB10: 10 to 19% faster NVFP4 matrix multiplies at the 27B shapesA cache-cold microbenchmark of the Humming NVFP4 kernel on a DGX Spark, why the first accuracy number was a test artifact, and what it is worth per decode step.
62.5 tokens per second for a 27B model on a DGX Spark: how the ranking cell was measuredWhat the Spark Arena cell actually measures, the all-NVFP4 build, the drafter, forty runs, the quality gates, and the honest statistics against the posted 60.57.
SeabedNet Churchill Corridor ReportModel-completed bathymetry and a shoal-hazard field for the Churchill trade corridor, with the validation cells and a sealed forecast.