AI From Scratch/Phase 19/Lesson 71/~90 min

Classical Metrics

BuildPython

BLEU, ROUGE-L, F1, exact-match, accuracy. Five metrics that still account for most published LLM eval numbers. Implement each from first principles so you know what the number means.

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