![]() Kate's furious by that although DiNozzo insists that it's a talent that serves him well before asking Kate what's wrong with her. Kate tries to cover up her business but DiNozzo manages to reveal that the name of her doctor is "Doctor Jackson". McGee sympathetically admits that it isn't fun while Kate admits that she's cancelled her appointment three times. She tells Timothy McGee that she hates going to the dentist given that she's had a phobia since she was a child and now she needs a root canal. Meanwhile, at her desk, Caitlin Todd is busy arranging an appointment concerning the dentist before glumly hanging up. Looking out, she spots something that has her rushing to a box and grabbing a camera before running back where she films what seems to be a man being strangled to death by someone.Īnthony DiNozzo Junior enters the squad room while talking to a Man in the Elevator who then informs him about a groundhog's day of shadow before leaving in the elevator. While searching for the killer, the team soon discover that the sailor was not who he appeared to be.Įrin Kendall is in her apartment and once she's put up a new painting on the wall, she finishes a glass of wine before glancing at the clock which shows that it's after 4am. However, during a stakeout, the graduate is murdered with McGee being left guilt-ridden. The local authorities and even NCIS have doubts concerning the supposed death but McGee insists that the case needs to be investigated further, prompting the team to search the apartment opposite the graduate's for evidence. Note that if no sampling probabilities are specified, the new dataset will have max_length_datasets*nb_dataset samples.While adjusting to her new apartment, a young MIT graduate films the death of a sailor being strangled. In practice, it means that if a dataset is exhausted, it will return to the beginning of this dataset until the stop criterion has been reached. ![]() In this case, the dataset construction is stopped as soon as every samples in every dataset has been added at least once. You can specify stopping_strategy=all_exhausted to execute an oversampling strategy. The default strategy, first_exhausted, is a subsampling strategy, i.e the dataset construction is stopped as soon one of the dataset runs out of samples. You can also specify the stopping_strategy. > dataset = interleave_datasets(, probabilities=probabilities, seed=seed) map( lambda examples: tokenizer(examples), batched= True) # load all the splits > dataset = load_dataset( 'glue', 'mrpc') For example, tokenize the sentence1 field in the train and test split by:Ĭopied > from datasets import load_dataset Many datasets have splits that can be processed simultaneously with DatasetDict.map(). The original word distorting is supplemented by withholding, suppressing, and destroying. 'Yucaipa owned Dominick Pizza before selling the chain to Safeway in 1998 for $ 2.5 billion.'įor each original sentence, RoBERTA augmented a random word with three alternatives. "Yucaipa owned Dominick's before selling the chain to Safeway in 1998 for $ 2.5 billion.", 'Yucaipa owned Dominick Stores before selling the chain to Safeway in 1998 for $ 2.5 billion.', "Yucaipa owned Dominick 's before selling the chain to Safeway in 1998 for $ 2.5 billion. 'Amrozi accused his brother, whom he called " the witness ", of deliberately destroying his evidence.', 'Amrozi accused his brother, whom he called " the witness ", of deliberately suppressing his evidence.', 'Amrozi accused his brother, whom he called " the witness ", of deliberately withholding his evidence.', [ 'Amrozi accused his brother, whom he called " the witness ", of deliberately distorting his evidence. ![]() map(augment_data, batched= True, remove_columns=lumn_names, batch_size= 8) Copied > augmented_dataset = smaller_dataset. ![]()
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