Symbol t
t is part of the quantity the equation computes from the expression on the right.
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Why this formula appears here
All of here is shared and randomly initialised at t=0 , and no term is held fixed while another is optimised. That is the formal content of “native”: contrast it with the modular recipe, where the vision and language terms are each minimised separately, over separate data, to convergence, long before the two are ever combined.
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Published contexts (1)
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Equation 8 · Foundation Models
Adapters, Native Pretraining, and Unified Tokens: The Main Multimodal Architectures, Compared
This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.
All of here is shared and randomly initialised at t=0 , and no term is held fixed while another is optimised. That is the formal content of “native”: contrast it with the modular recipe, where the vision and language terms are each minimised separately, over separate data, to convergence, long before the two are ever combined.
Equation guide → · Article →