modded-nanogpt cuts another 2.17 seconds in a 76.0-second speedrun

kellerjordan0 · x · 2026-07-28

A GitHub pull request for modded-nanogpt claims a new world record by cutting the run to 76.0 seconds, after an additional 2.17-second improvement. The change removes sparse attention gates and improves XSA lowering, with the maintainer noting that equivalent math plus better execution already pushes the benchmark to 17.33 seconds on a single H100. The thread frames this as an incremental but meaningful speedrun in optimized training code.

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