Gen AI Quiz

1. Which architecture enables multimodal LLMs for text and image?

Multimodal Transformer

CNN-LSTM

Bidirectional RNN

Graph Neural Network

2. Which approach enables safety alignment at scale without human feedback?

Constitutional AI

RLHF

Prompt Tuning

Supervised Fine-tuning

3. Which tokenization method splits text into subwords?

Byte Pair Encoding

One-hot encoding

Label encoding

Hashing

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

Multi-Retriever RAG

Single Retriever RAG

Dense Retriever

Sparse Retriever

5. Which approach improves LLM reasoning with chain-of-thought prompts?

CoT Prompting

Zero-shot Prompting

Few-shot Prompting

Instruction Tuning

6. Which model size improves language understanding?

Large model

Small model

Rule-based system

Static model

7. Which technique speeds up inference using low-rank adapters?

LoRA

Full Fine-tuning

Prefix Tuning

Adapter Tuning

8. Which training method fine-tunes models using human feedback?

RLHF

Transfer Learning

Self-supervised Learning

Curriculum Learning

9. Which Gen AI capability writes emails?

Text Generation

Data Mining

Sorting

Searching

10. Which technique removes redundant parameters?

Pruning

Bagging

Boosting

Dropout