Traces

Traces, notes and logs from the runs.

Notes

MIPROv2, GEPA and few-shot on one DSPy extractor

Four ways of preparing one extractor, 100 held-out rows, 3 seeds, with compile cost and cost per 100 inferences; then GEPA from 100 to 1,000 training rows.

By Choiril Kurniawan

· 9 min read

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Choiril Kurniawan

I build and run machine learning and data systems. These are traces, notes and logs from the runs and the experiments: what I measured, what changed, and what it cost.

About me