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All SourcesarXiv
#LLM inference acceleration

Arbitrage: Efficient Reasoning via Advantage-Aware Speculation

Intermediate
Monishwaran Maheswaran, Rishabh Tiwari et al.Dec 4arXiv

ARBITRAGE makes AI solve step-by-step problems faster by only using the big, slow model when it is predicted to truly help.

#speculative decoding#step-level speculative decoding#advantage-aware routing