Quiz on Large Language Models

What does LLM stand for?

• Large Lexical Model

• Large Learning Mechanism

• Large Language Model

• Logical Learning Model

Which of the following is an example of a Large Language Model?

• ResNet

• GPT (Generative Pre-trained Transformer)

• VGGNet

• K-Means

What is the primary function of a Large Language Model?

• Image recognition

• Data clustering

• Generating and understanding natural language

• Performing mathematical calculations

Which neural network architecture do LLMs primarily use?

• Convolutional Neural Networks (CNNs)

• Recurrent Neural Networks (RNNs)

• Transformers

• Autoencoders

What mechanism allows Transformers to process long-range dependencies effectively?

• Pooling

• Backpropagation

• Attention Mechanism

• Dropout

What does the term 'pre-training' mean in the context of LLMs?

• Training on labeled data

• Training on a large dataset before fine-tuning on a specific task

• Training only on small datasets

• Skipping the training process

Which of the following tasks can LLMs perform?

• Text generation

• Sentiment analysis

• Language translation

• All of the above

What LLM is developed by OpenAI and powers ChatGPT?

• BERT

• GPT (Generative Pre-trained Transformer)

• T5

• RoBERTa

In which domain are LLMs NOT typically used?

• Code generation

• Medical diagnosis

• Natural language understanding

• Weather prediction models

What is a common limitation of LLMs?

• They cannot process images

• They can generate biased or incorrect outputs

• They are always interpretable

• They require minimal data for training