Intermediate
Artificial Intelligence & Machine Learning
Q43 / 100
What is fine-tuning a pre-trained model?
Correct! Well done.
Incorrect.
The correct answer is B) Continuing training a pre-trained model on a smaller task-specific dataset to adapt general knowledge to a specific task with fewer data requirements
B
Correct Answer
Continuing training a pre-trained model on a smaller task-specific dataset to adapt general knowledge to a specific task with fewer data requirements
Explanation
Fine-tuning: initialize with pre-trained weights, train on task data (often with a small learning rate). Works because pre-trained representations transfer well. PEFT methods (LoRA, Adapters) fine-tune efficiently with few parameters.
Progress
43/100