T-LoopFormer: Token-Level Elastic-Depth Looped Transformers with Dynamic Routing.

arXiv:2609.15160v3 Announce Type: replace Abstract: Looped Transformers have recently demonstrated strong performance in both reasoning and language tasks by reusing a shared set of parameters across multiple iterations, achieving parameter efficiency without