Free AI & Transformers Quiz — Test What You Know About LLMs
A free, AI-generated quiz on artificial intelligence and the transformer architecture that powers modern LLMs like GPT and Claude. 10 multiple-choice questions on attention, embeddings, training, and inference. No account required — perfect for ML students and curious engineers.
What's inside
- 10 questions on transformers, attention, and modern LLMs
- Covers tokenization, embeddings, self-attention, and training
- Great review for ML interviews and coursework
- Free, instant results, no signup
How it works
Click start
No account, no email — just open the demo and begin.
Answer the questions
Work through 10 multiple-choice questions at your own pace.
See your results
Get instant scoring with explanations for every question.
Frequently asked questions
What does the AI quiz cover?
The quiz covers core concepts behind modern AI and large language models: transformers, self-attention, tokenization, embeddings, pretraining vs fine-tuning, and inference. It is a good warm-up for ML interviews or coursework.
Is the AI quiz suitable for beginners?
It assumes basic familiarity with machine learning vocabulary. If you have read an introductory blog post on transformers, you should be able to take it. Beginners can still learn from the explanations after each question.
Can I generate a quiz from an ML paper or textbook?
Yes. Upload any PDF — including arXiv papers, textbook chapters, or lecture notes — and Cuiz AI will generate quiz questions specific to that material. Free signup required.
Is the quiz updated for the latest models?
The sample focuses on foundational concepts that apply across model generations. For questions about specific recent models, upload the relevant paper or documentation and generate a custom quiz.
How is this different from ChatGPT-style quiz generation?
Cuiz AI is a focused tool: it ingests your full document, chunks it intelligently, generates questions across the entire material, scores you, and tracks your history. It is built for studying, not chat.
Make one from your own notes
Sample decks are great for a warm-up. For real exam prep, upload your own PDF, slides, or notes and Cuiz AI will generate a custom quiz and flashcard deck in seconds.