AdaptiveSpec

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04:00

2026-09-04

arxiv.org

artificial-intelligence

Margins, Not Windows: Training-Free Per-Step Lossy Speculative Decoding

Researchers introduced AdaptiveSpec, a training-free per-step speculative decoding method that adapts both draft verification and tree shape from internal decoding signals, improving throughput over E…

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EAGLE-3 1 SGLang 1 DeepSeek-R1-Distill-Llama-8B 1 Llama-3.1-8B-Instruct 1 Qwen3-8B 1 GSM8K 1 MATH-500 1

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artificial intelligence 1 machine learning 1 large language models 1 ai research 1 ai infrastructure 1