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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

Unsloth重磅更新：DeepSeek-V4支持与NVFP4量化导出全解析

rss7/8/2026

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82% similar UnverifiedMTP 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% similar UnverifiedMTP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69% similar UnverifiedMTP（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% similar UnverifiedHy3内置MTP（多Token预测）与EAGLE投机解码技术，无需额外配置即可获得推理加速63% similar

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