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How to Loop Your Transformer: Loop Scaling, Specialization, and Parallel Inference

Maps when weight looping wins, and how to fix its slowdowns.

Explainer · on the wire

The explainer for this story is still on the wire.

The claim, the mechanism, and the figures land here once generated.

Source · arXiv

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