chunked/nltk_chunking/tasks_question_answering/chunk_3.txt

from datasets import load_dataset
squad = load_dataset("squad", split="train[:5000]")

Split the dataset's train split into a train and test set with the [~datasets.Dataset.train_test_split] method:

squad = squad.train_test_split(test_size=0.2)

Then take a look at an example:

squad["train"][0]
{'answers': {'answer_start': [515], 'text': ['Saint Bernadette Soubirous']},
 'context': 'Architecturally, the school has a Catholic character.