Verified90% confidenceFactExact time
The MTP (Multi-Token Prediction) auxiliary training objective allows the model to be used with speculative decoding during inference to improve throughput
7
Sources
90%
Confidence
Long-term
Relevance
7/9/2026
First Seen
Sources
Related Claims
UnverifiedMTP（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82% similarUnverified多token预测(Multi-token Prediction)是Meta等团队研究的方向，通过预测未来k个token提供更丰富训练信号79% similarUnverifiedMTP adds multiple prediction heads to the model's output layer, enabling the model to simultaneously predict the probability distribution of the next N tokens in a single forward pass, achieving 2–4x inference acceleration without sacrificing generation quality.77% similarUnverifiedThe MTP draft model typically generates 5–10 candidate tokens serially, which are then batch-verified in parallel by the main model.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75% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/398280API
curl https://kongchang.com/api/v1/knowledge/claims/398280MCP
get_claim(id=398280)