Dataset Card for yaakov/wikipedia-de-splits

Dataset Description

The only goal of this dataset is to have random German Wikipedia articles at various dataset sizes: Small datasets for fast development and large datasets for statistically relevant measurements.

For this purpose, I loaded the 2665357 articles in the test set of the pre-processed German Wikipedia dump from 2022-03-01, randomly permuted the articles and created splits of sizes 2**n: 1, 2, 4, 8, .... The split names are strings. The split 'all' contains all 2665357 available articles.

Dataset creation

This dataset has been created with the following script:

!apt install git-lfs
!pip install -q transformers datasets

from huggingface_hub import notebook_login
notebook_login()

from datasets import load_dataset
wikipedia_de = load_dataset("wikipedia", "20220301.de")['train']

shuffled = wikipedia_de.shuffle(seed=42)

from datasets import DatasetDict
res = DatasetDict()

k, n = 0, 1
while n <= shuffled.num_rows:
    res[str(k)] = shuffled.select(range(n))
    k += 1; n *= 2
res['all'] = shuffled

res.push_to_hub('yaakov/wikipedia-de-splits')