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Jianyao Ma

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Preprint Jul 2026

PyroDash: Cost-Efficient Token-Level Small-Large Language Model Collaborative Inference

Results show that learned token-level handoffs can reduce LLM use while preserving strong reasoning performance, and show that learned token-level handoffs can reduce LLM use while preserving strong reasoning performance.

Niqi Lyu, Pengtao Shi, Wei Qiu et al. · 0 citations