Retrofitting pretrained transformers with Titan modules speeds up inference

behrouz_ali · x · 2026-10-16

Transformers train well but are expensive to serve. The authors retrofit pretrained models with Titan modules before deployment—effectively shifting to a different architecture—achieving inference speedups while limiting performance sacrifices, a route to cheaper inference without retraining from scratch.

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