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M. Parwani

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#artificial intelligence Preprint Oct 2026

Adaptive Multi-Token Prediction: How far should we go?

Multi-token prediction (MTP) can accelerate language-model decoding by drafting several tokens and verifying them in a single target-model pass. However, the best speculation horizon changes with context: longer drafts offer greater amortization when reliable, but can waste compute on suffixes discarded after a rejecti...

E. Anand, M. Parwani, Xin-Yuan Cao · 0 citations

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