Is PPL on internal code still a good pretraining eval when code is AI-generated?

josh_wills · x · 2026-10-22

A thought-provoking eval question: the gold standard of pretraining evals has been perplexity on internal codebases and docs, but in a world where everyone's code is heavily AI-produced, is it still a good held-out metric? The author suggests pre-AI code may find its greatest value as evaluation data.

Original post →

More from Models

Models channel →