Unverified50% confidenceFactExact time
MTP草稿模型通常串行生成5-10个候选token，再由主模型并行批量验证
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026
Sources
Related Claims
UnverifiedMTP（Multi-Token Prediction）辅助训练目标让模型在推理时可配合投机解码提升吞吐量76% similarUnverifiedMTP通过在模型输出层增加多个预测头，使模型在一次前向传播中同时预测未来N个token的概率分布，可在不损失生成质量的前提下实现2-4倍推理加速71% similarVerified投机解码用一个小型快速的草稿模型先行预测多个token，再由大模型一次性并行验证71% similarUnverifiedMTP adds multiple prediction heads to the model architecture, enabling the model to simultaneously output probability distributions for multiple future Tokens in a single forward pass70% similarUnverifiedMTP层与主模型共享大量底层表示，因此预测准确率天然更高69% similar
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