Perplexity and Bits Per Character: Reading the Mind of a Language Model Through Its Predictions

Perplexity and Bits Per Character: Reading the Mind of a Language Model Through Its Predictions

Language models often feel like seasoned storytellers who can sense what a reader expects next. Instead of defining this intelligence in technical terms, imagine a grand carnival filled with probability lanterns that glow whenever a model believes a word or character will appear. Perplexity and Bits Per Character serve as two enchanted compasses that help…

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