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Yong-Jia Ma

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Jul 2026

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

LaCache is proposed, a training-free acceleration framework that alleviates operator-level redundancy through lossless caching and mixed precision, and inegrates a per-group FP8 quantization strategy for FFN layers, tailored to step-dependent activation distributions across the diffusion process.

Xingru Chen, Zelang Liang, Yongjia Ma et al. · 0 citations

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