Quiz on Agentic AI

What does “Agentic AI” primarily focus on?

• Game development

• Mimicking human decision-making

• Image classification

• Database management

Which models form the foundation of Agentic AI?

• CNNs

• GANs

• LLMs

• RNNs

What is the main advantage of fine-tuning an LLM instead of training from scratch?

• It increases randomness

• It reduces costs and time

• It eliminates data preprocessing

• It avoids the need for GPUs

Which platform is popular for fine-tuning open-source models?

• AWS

• Google Drive

• Hugging Face

• IBM Cloud

What type of dataset is recommended for sentiment analysis in product reviews?

• IMDB movie reviews

• Amazon Review Dataset

• MNIST dataset

• CIFAR-10 dataset

What does a foundational model require when built from scratch?

• Minimal resources

• No training data

• Large data, time, and cost

• Only JSON files

Which of the following is NOT a benefit of fine-tuning an LLM?

• Domain-specific accuracy

• Cost efficiency

• Real-time speech translation

• Reduced training time

What is the function of the load_dataset() method in Hugging Face?

• Trains a new model

• Loads predefined datasets

• Formats JSON data

• Translates languages

What format is commonly used to structure data before fine-tuning?

• MP3

• JPEG

• JSON

• EXE

Why did the authentication warning appear during dataset loading?

• Wrong dataset name

• No internet connection

• HF_TOKEN couldn't be fetched in that environment

• GPU failure