point . free

Hi! This is my site. I write software, and sometimes I write things down here — mostly about computers, communities, and other systems I’ve built, broken, or been puzzled by.

Writing

  1. A 10 year old Xeon is all you need

    Or running Gemma 4 on a 2016 Xeon with no GPU, 25 flags, 128 GB of DDR3, and a 25B-parameter MoE.

  2. Quantizing Gemma 4's MTP drafters

    Lab notes on getting Gemma 4's MTP drafters converted, quantized, and paired with a verifier.

  3. Open weights are not open source

    On the gap between published model weights and a working local deployment.

  4. Another NixOS Election Cycle

    A cure to resume driven governance?

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