The LLM Quiz - 25 Questions to Test Your Understanding of LLMs

How well do you know large language models?

This short, interactive Google Slides quiz walks through 30 curated questions designed to test your intuition and knowledge of LLMs — from transformer internals to LLM data. The questions were created from reading ~10 core NLP papers.

These aren’t just trivia — they’re meant to surface subtle points, common misconceptions, and important details how we build LLMs.

Whether you’re just getting into LLMs or already working with them daily, you’ll likely find a few surprises inside.

Sample Topics Covered

• What data does the LLM see during pre-training?
• What tokens are actually used by the LLM?
• What do causal attention masks actually look like?

Grab a coffee, try the quiz, and share it with a colleague to compare answers. 👉 Click here to open the slides