One Model to Loop Them All: Elastic Latent Recurrence for Language Models
arXiv:2610.12582v1 Announce Type: new Abstract: A latent recurrent language model applies a shared block of layers repeatedly, so one checkpoint can trade inference compute for accuracy by changing the loop count. At one loop, however, such models typically fall well short of a non-recurrent model…
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- 2026-10-12 04:00 · arXiv cs.CL
One Model to Loop Them All: Elastic Latent Recurrence for Language Models