Perplexity

Measurement of how well a probability model predicts a sample, for evaluating language models.

In italiano: Perplexity

Perplexity = exp(cross_entropy). Lower perplexity indicates better prediction. Commonly used for LM evaluation.

Examples

  • Language model evaluation
  • GPT performance metric
  • Text generation quality