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arxiv_cs_lg · Oct 22, 2026 · paper
arxiv.orgOct 22, 2026
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In brief
Looped architectures scale quality while keeping parameter count fixed by repeatedly passing activations through the same block of layers. During inference, each recurrence generates independent KV-caches, causing mem...