LeVJEPA 1.5 Large matches V-JEPA with 5.6x less compute, sparking efficiency debate

randall_balestr · x · 2026-11-03

Lukas Kuhn released LeVJEPA 1.5 Large, closing the gap to V-JEPA on image and video benchmarks using 5.6x less compute and over an order of magnitude less data; checkpoint is available. Reposter argues this shows the field should focus on improving pretraining losses rather than just adding data and GPUs, calling SIGReg a good first step.

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