LoopFormer is an elastic-depth looped Transformer trained on variable-length trajectories, using time/step-size conditioning and a shortcut-consistency objective to enable budget-conditioned language modeling and latent reasoning without retraining.
☆61Mar 28, 2026Updated 7 months ago
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