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  ## Training Data
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- The checkpoints were trained on a **DataComp-DFN** subset derived from DataComp-Large and filtered with DFN-2B. In the project paper, the accessible subset is described as approximately **130M** image-text pairs after accounting for unavailable or expired URLs.
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  DynamiCS computes per-sample sampling probabilities from semantic image clusters built with:
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  ## Training Data
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+ The checkpoints were trained on a **DataComp-DFN** subset derived from DataComp-Large and filtered with DFN. In the project paper, the accessible subset is described as approximately **130M** image-text pairs after accounting for unavailable or expired URLs.
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  DynamiCS computes per-sample sampling probabilities from semantic image clusters built with:
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