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Xue Li

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Jul 2026

SpecLA: Efficient Speculative Decoding for Linear-Attention Models

SpecLA is presented, a speculative decoding runtime for stateful linear-attention models that verifies chains and trees with topology-aware kernels, stores compact factors produced during verification to recover accepted states, and uses confidence pruning plus a target-aligned EAGLE-style drafter to feed useful candidates to the verifier.

Zhibin Wang, Xuying Han, Zhaohua Yang et al. · 1 citation

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