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News/LaCache: Exact Caching and Precision-Adaptive Inference for Diffusion Large Language Models
arxiv
PublishedJuly 21, 2026 at 4:00 AM

LaCache: Exact Caching and Precision-Adaptive Inference for Diffusion Large Language Models

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arXiv:2607.16339v1 Announce Type: new Abstract: Diffusion-based Large Language Models(DLLMs) enable parallel generation via Semi-Autoregressive (SAR) decoding in text generation. However, current methods suffer from severe operator-level redundancy: they recompute the entire sequence during denoisin

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