AI Glossary

Perplexity

What does “Perplexity” mean?

Perplexity: A language-model measure derived from average token prediction loss. Lower values mean the model assigned more probability to the test text under that setup.

Perplexity visual guide: A language-model measure derived from average token prediction loss. Lower values mean the model assigned more probability to the test text under that setup.
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What is an example of “Perplexity”?

Researchers compare perplexity on the same text using a shared tokenizer.