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Where Do Tokens Go? Understanding Pruning Behaviors in STEP at High Resolutions | Synapse
March 3, 2026
Open Access
Where Do Tokens Go? Understanding Pruning Behaviors in STEP at High Resolutions
MS
Michal Szczepanski
MP
Martyna Poreba
KH
Karim Haroun
Key Points
Pruning behaviors in STEP are influenced by high resolutions, affecting overall performance and efficiency.
Key evidence includes data showing significant variations in outcomes based on different pruning strategies used.
Analysis of algorithms focused on pruning behaviors in STEP at various high resolutions suggests improved optimization pathways.
These findings may enable more efficient processing in computational frameworks, although further verification is needed.
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Szczepanski et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75ae2c6e9836116a214f8
https://doi.org/https://doi.org/10.1007/s42979-025-04707-6