A Categorical Atlas of Parameter-Efficient Fine-Tuning: Cones, Orbits, and Gauges

arXiv:2610.12728 · cs.LG · Submitted 2026-10-08 · Read on arXiv

cs.LG

Submitted: 2026-10-08

Updated: 2026-10-08

Terminology

• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Parameter-Efficient Fine-Tuning — 1× in this paper · explained in 3 episodes

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