library

Research & Experiments

Technical trinkets, paper implementations, and experiments.

#research#ml

This section is dedicated to technical "trinkets" and paper implementations.

Implementations

  • Attention Residual Connections
    • summary from kimis attention residual notes, convert qwen 3.5 from standard residual connections to blocked attention residuals

Experiments

  • mnesh: training bugs and lessons learnt
    • post-mortem on mnesh, a hierarchical rnn that predicts your next terminal command from shell history — the bugs, the actual training logs, and the one lesson that kept biting
  • Parameter Golf
    • notes and logs from the parameter-golf challenge: squeezing bpb out of a tiny transformer under 16mb, where the bottleneck turned out to be architecture, not compute