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A dive into how pass@k is calculated for evaluation of LLM’s coding

  • pass@k is a metric used for evaluating the coding capability of LLM's.
  • It generates k code solutions per problem.
  • An alternative approach to calculate an unbiased estimator is proposed.
  • Enlarging the generated samples helps reduce variance and improve accuracy.

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