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ENTITY Repetition Mismatch: Why Data Mixture Experiments Don't Scale and How to Fix Them

Repetition Mismatch: Why Data Mixture Experiments Don't Scale and How to Fix Them

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    AI training data mixture experiments suffer from repetition mismatch

    Researchers have identified a key issue in scaling up AI model training data mixtures, termed "repetition mismatch." This occurs when the optimal data mixture changes as training budgets increase due to the varying repe…