Book III · Chapter 3
Model output evaluation
Evaluate language, ranking, interpretability, and judge-based systems.
Chapter contents
8 entries · read in order- 01 Perplexity and bits per token✓ Concept
- 02 Ranking metrics: NDCG, MAP, MRR✓ Concept
- 03 Model interpretability✓ Concept
- 04 LLM-as-judge evaluation✓ Concept
- 05 LLM Evals: The hardest part of shipping LLMs, and why most teams get it wrong✓ Guide
- 06 How would you evaluate an LLM application you've built?✓ Question
- 07 How do you evaluate an agent?✓ Question
- 08 How would you build evals for a coding assistant?✓ Question