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Long-form notes on AI/ML practice.

Notes on building a small mixture-of-experts from scratch

2026-01-20 · 4 min read

architecture training small-models

Part of the small-models series.

Why your eval set is lying to you (part 1)

2026-01-08 · 3 min read

evals methodology

A practitioner's guide to small-model fine-tuning

2025-12-30 · 5 min read

fine-tuning small-models

Part of the small-models series.