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Enhancing next token prediction based pre-training for jet foundation models

Next token prediction (NTP) is an attractive pre-training task for jet foundation models, in that it is simulation free and enables excellent generative capabilities that can transfer across datasets. Here we study multiple improvements to NTP, building on the initial work of OmniJet- $\alpha$ . Ins...

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Autori principali: Joschka Birk, Anna Hallin, Gregor Kasieczka, Nikol Madzharova, Ian Pang, David Shih
Natura: Artigo
Lingua:Inglês
Pubblicazione: IOP Publishing 2026-01-01
Serie:Machine Learning: Science and Technology
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Accesso online:https://doi.org/10.1088/2632-2153/ae70bc
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