AI & MLCoreAIML-LM-004

The Language-Modeling Objective

Cross-entropy on text: the loss that trains next-token predictors, plus perplexity.

Difficulty
2 / 5
Importance
5 / 5
Study time
1–2 h
Kind of work
Mixed

Why it matters

The learner can compute the LM loss for a tiny predicted sequence and read perplexity as average branching.

The route to this topic

Route AIML-LM-004