Research

Lab notes & recipes

Notes from inside the work. Reproducibility recipes, infrastructure write-ups, and the small things I needed to pin down to make the artifacts ship.

• Apr 27, 2026 · v37

  Deterministic Fine-Tuning on Dual MI100s

  A verified recipe for making a Qwen3.6-MoE LoRA smoke run reproduce on AMD MI100s. Three patches, one well-known invariant, byte-identical adapters twice in a row — and a clear line between what the logs proved and what we inferred.

  #reproducibility #training #rocm #qwen #moe