looped-elastic-depth-transformers

Enable budget-conditioned reasoning by repeatedly applying a shared transformer block stack with trajectory-based conditioning on time and step size. Train via shortcut-consistency loss to align shorter and full-length trajectories, enabling variable-depth inference without retraining.

Independent GitHub snapshot · Automated classification · Original documentation governs