Author

Huichuan Zheng

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Preprint Jul 2026

SPORK: Self-Speculative Forking to Accelerate Agentic LLM Inference

SPORK (Self-sPeculative fORKing), a training-free controller that dispatches the speculated tool call early, overlapping its execution with the remaining chain-of-thought decode, and is orthogonal to token-level speculative decoding.

Huajun Bai, Weiwei Lv, Huichuan Zheng et al. · 1 citation