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mr. TIM
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
Recirculation — boost perplexity 23% with a small loop
another take on RNNs for transformers, unlike looped transformers, this doesn’t loop during generation time. It only loops during prefill and the purpose is to give the model a clearer view of the input sequence
arxiv.org/abs/2608.17981
2026-08-19T13:04:20.666Z