Unverified50% confidenceFactExact time
MTP (Multi-Token Prediction) accelerates autoregressive generation by simultaneously predicting multiple future tokens in a single forward pass.
1
Sources
50%
Confidence
Long-term
Relevance
7/24/2026
First Seen
Sources
小米静默发布MiMo-V2.5-DFlash：300B模型推理速度或将翻倍
redditr/LocalLLaMA7/12/2026
Related Claims
UnverifiedMTP 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.84% 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 pass72% similarUnverifiedQwen3.6 incorporates MTP heads during training, giving the model itself the ability to predict multiple future tokens at once.69% similarUnverifiedThe core generation mechanism of LLMs is: given all preceding tokens, predict the probability distribution of the next token.69% similarUnverifiedThe MTP (Multi-Token Prediction) auxiliary training objective allows the model to be used with speculative decoding during inference to improve throughput68% similar
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