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Saifeddine Mahmoud

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Acceptance Dynamics Across Cognitive Domains in Speculative Decoding

It is found that task type is a stronger predictor of acceptance than tree depth, and chat produces the highest entropy yet the highest acceptance rate, which has direct implications for domain-aware speculation budgets and draft-model selection strategies.

Saifeddine Mahmoud · 1 citation

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