Generative AI Quiz – MCQ Questions and Answers
What is the purpose of "fine-tuning" in generative AI?
To make AI more polite
To customize models for specific tasks
To speed up processing
To reduce energy consumption
In the given Python code snippet, what is the purpose of the skip_special_tokens=True argument?
Skips tokenization of special characters
Skips the generation of special tokens
Skips the decoding of special tokens
Increases model efficiency
Which Python library is specifically designed for processing biomedical text?
NLTK
spaCy
scispaCy
BioBERT
What does the term "model decay" refer to in MLOps?
Improving model accuracy over time
Gradual degradation of model performance in production
Transferring models between environments
Compressing model size
What is "few-shot learning" in generative AI?
Learning from very little data
Learning to take photos
Learning only a few subjects
Learning in a short time
In the given API result, how many faces does the API detect?
One
Two
Three
None
Is AI used in hospitals?
Yes, to help diagnose diseases
No, only doctors are allowed
Only for making appointments
Only in the cafeteria
When using a Computer Vision resource for smart cropping, what should be included in the API URL?
The resource name and region
The API version and operation
The image dimensions and format
All of the above
What model is both generative and discriminative?
Decision trees
Random forests
Naive Bayes
GANs
Which Python library is often used for image generation tasks?
TensorFlow
PyTorch
Transformers
Diffusers
Which of these is NOT a common evaluation metric for generative AI models?
CPU temperature
Inception Score
Fréchet Inception Distance
BLEU score
What is the primary goal of the US Artificial Intelligence Training for the Acquisition Workforce Act?
To restrict AI in military acquisitions
To train government personnel on AI technologies
To regulate AI companies
To fund AI startups
What is the primary goal of image-to-image translation in computer vision?
To convert images from one domain to another
To enhance image resolution
To detect edges in images
To compress image files
What is the main challenge in using generative AI for creating synthetic datasets?
Ensuring data privacy
Maintaining data quality and realism
Reducing computational requirements
Increasing model interpretability
In TensorFlow, what is the primary purpose of the tf.data module?
Model evaluation
Data preprocessing and loading
Optimization algorithms
Visualization tools
What is a key milestone in the history of Deep Learning that occurred in the 1980s?
Invention of the backpropagation algorithm
Introduction of Support Vector Machines
Development of perceptrons
Revival in neural network research
Which technique is used to generate more focused and relevant text outputs in GPT models?
Prompt engineering
Data augmentation
Ensemble learning
Feature selection
What is the primary goal of AI Ethics in Autonomous Vehicles?
To ensure AI models are accurate
To ensure AI models are interpretable
To ensure AI models are transparent
To ensure AI models are unbiased
Which library is specifically designed for reinforcement learning in TensorFlow?
PyTorch
Transformers
Acme
Diffusers
What is the primary purpose of using Jax in generative AI projects?
Data preprocessing
High-performance computation
Model deployment
Data visualization
Score: 0/20