Intermediate30 min
LLM Evaluation and Benchmarks
MMLU, GPQA, HumanEval and friends; contamination, saturation and why leaderboards mislead.
Assumes you know
Not yet written
This lesson is on the syllabus but has no text yet
The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- benchmark
- MMLU
- contamination
- evaluation