multi-token prediction

Multi-token prediction is a technique in which a language model predicts several upcoming tokens at once instead of only the next one.

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Often shortened to MTP, multi-token prediction is used during training to improve learning efficiency by predicting several tokens together, and during inference to draft tokens ahead of time so speculative decoding can speed up generation.

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An optional 2.93GB MTP (multi-token prediction) draft model can speed up generation through speculative decoding, where a helper model guesses several tokens ah…


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