A Categorical Atlas of Parameter-Efficient Fine-Tuning: Cones, Orbits, and GaugesInteractive atlasPaper PDFVideo (17 min)
Flood and Harvest: The Provable Necessity of Trivia for Generating Valuable Mathematics via the Lens of Language Generation in the Limit