multi-token prediction objective

6 methods filed at this node or below it, from the sources of 6 models.

training objective :: multi-token prediction objective

Matching aids for the classifier: MTP objective; MTP boosting; shared-weight prediction objective.

In this branch 6

Everything filed at this node or below it, with one collapsible heading per child node.

filed here 6

Multi-Token Prediction used · 3 sources · 5 quotes

Multi-Token Prediction Boosting used · 3 sources · 5 quotes

Multi-step MTP training used · 2 sources · 2 quotes

Continued pretraining for MTP layers used · 1 source · 1 quote

Frozen-backbone MTP-head fine-tuning used · 1 source · 1 quote

Shared-weight Multi-Token Prediction used · 1 source · 1 quote

By model

Which of this branch's techniques each model's own documents describe, and how strongly. Under each model: its strongest treatment anywhere in the branch.

Model	techniques
NVIDIA-Nemotron-3-Ultra-550B-A55B used	Frozen-backbone MTP-head fine-tuning usedMulti-Token Prediction Boosting usedShared-weight Multi-Token Prediction used—
MiMo-V2.5 used	Multi-Token Prediction used—
MiMo-V2.5-Pro used	Multi-Token Prediction used—
NVIDIA-Nemotron-3.5-Lightning-30B-A3B used	Continued pretraining for MTP layers usedMulti-Token Prediction usedMulti-Token Prediction Boosting used—
Qwen3.5-397B-A17B used	Multi-step MTP training used—
Qwen3.8-Flash-Next used	Multi-Token Prediction used—