Why is a large amount of data important for training large language models $($LLMs$)?$

It helps the model to improve its accuracy by learning from a wide variety of text examples.

Large datasets reduce the model's speed, making it more thorough in processing text.

It decreases the model's reliance on internet connectivity.

Large data sets are required to meet regulatory compliance for data storage.