Unverified50% confidenceFactExact time
MTP（Multi-Token Prediction，多令牌预测）是一个在大多数主流推理工具中默认关闭的配置标志，可加速推理
1
Sources
50%
Confidence
Long-term
Relevance
9/10/2026
First Seen
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VerifiedMTP（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79% similarPartially VerifiedMTP 是一种让模型在单次前向传播中预测多个后续 token 的技术，能减少推理计算轮次77% similarUnverifiedMTP（多 token 预测）是一种辅助训练目标，其产出的草稿 token 可接入投机解码框架以提升有效吞吐量，且验证机制保证输出分布与原始自回归采样严格等价76% similarUnverifiedMTP（多令牌预测）最初由Meta在研究论文《Better & Faster Large Language Models via Multi-token Prediction》中系统提出74% 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 pass74% similar
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