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#natural language process... Preprint Oct 2026

ReaDy: Recurrent States as Dynamic Context for Speculative Drafting in Hybrid Linear Attention Large Language Models

This work introduces ReaDy, the first speculative decoding method, to leverage HLA recurrent states for position-specific context retrieval during drafting, and achieves an average $3.16\times decoding speedup over autoregressive decoding with Qwen3.

Bo Sun, Zun-Hai Su, Xia-Lie Zhuang et al. · 0 citations

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