These files were created with the following script:
from datasets import load_dataset
from tqdm import tqdm
import io
dataset = load_dataset("Skylion007/openwebtext")['train']
split_dataset = dataset.train_test_split(train_size=2400000, test_size=60000, seed=0)
with io.open('data/owt_train.txt','w') as fopen:
listout = []
for data in tqdm(split_dataset['train']):
listout.append(data['text']+'<|endoftext|>')
if len(listout) > 1000:
_ = fopen.write(''.join(listout))
listout = []
with io.open('data/owt_valid.txt','w') as fopen:
listout = []
for data in tqdm(split_dataset['test']):
listout.append(data['text']+'<|endoftext|>')
if len(listout) > 1000:
_ = fopen.write(''.join(listout))
listout = []