Unverified50% confidenceFactExact time
MTP（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
1
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50%
Confidence
Long-term
Relevance
7/10/2026
First Seen
Sources
Related Claims
UnverifiedThe MTP (Multi-Token Prediction) auxiliary training objective allows the model to be used with speculative decoding during inference to improve throughput82% 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 pass71% similarUnverifiedThe MTP draft model typically generates 5–10 candidate tokens serially, which are then batch-verified in parallel by the main model.69% 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67% similarUnverifiedHy3 has built-in MTP (Multi-Token Prediction) and EAGLE speculative decoding technologies, enabling inference acceleration without additional configuration.63% similar
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