Gen AI Quiz

Answer 10 questions and see how you score!

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1. Which deployment strategy hosts models via API?

Model serving

Pretraining

Evaluation

Tokenization

2. Which loss trains diffusion models?

Denoising loss

Cross-entropy

MSE

KL divergence

3. Which Gen AI system answers questions?

Chatbot

Spreadsheet

Compiler

Browser

4. Which Gen AI tool summarizes text?

Text summarization model

Firewall

Router

Switch

5. Which method optimizes large batch training stability?

Gradient Clipping

Learning Rate Scheduling

Dropout

Batch Norm

6. Which fine-tuning method updates only small parameters?

LoRA

Full fine-tuning

Pretraining

Distillation

7. Which advanced RAG variant uses multiple retrievers for heterogeneous sources?

Multi-Retriever RAG

Single Retriever RAG

Dense Retriever

Sparse Retriever

8. Which Gen AI risk involves unfair outputs?

Bias

Latency

Overfitting

Underfitting

9. Which latent variable model is used for text generation and compression?

VAE

GAN

Transformer

RNN

10. Which concept allows Gen AI to predict next word?

Probability

Sorting

Indexing

Encryption