The Lab

Projects

Things I'm building with AI.

Engine-Aware Quantization (EAQ): a glowing gold and silver wave of connected points over a dark reflective floor

In validationQuantization research

Engine-Aware Quantization

EAQ: a quantization framework built around how TensorFold runs models, for coding, agents and tool calling. First target, GLM 5.3 Flash: 41% lower error on what it writes and 54% lower on agent decisions, at about the same speed.

  • TensorFold
  • GLM 5.3 Flash
  • Tool calling
  • Coming soon
sparkDash Overview: four DGX Sparks with memory, GPU, temperature, power and the model each one serves

v2.40Monitoring and benchmarks

sparkDash

A real-time dashboard for one or many DGX Sparks and NVIDIA GPU machines, Windows PCs included, with a phone app, and now LM Studio and Ollama detection: live GPU, memory and LLM metrics, and the decode, prefill, quality and tool-calling benchmarks behind the numbers on my recipe pages.

  • DGX Spark
  • NVIDIA GPUs
  • Docker
  • Apache 2.0