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What Happens When Your Prompt Is Too Obscure?

  • A study found that pretraining data frequency is predictive of 'zero-shot' performance in AI models.
  • Experiments showed a trend where higher pretraining data frequency led to better performance in zero-shot scenarios.
  • The study also explored stress-testing the concept frequency-performance trend and found it to hold across various scenarios.
  • Additional insights and analyses were provided regarding the relationship between pretraining concept frequencies and model performance.

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