| | --- |
| | annotations_creators: |
| | - no-annotation |
| | language_creators: |
| | - crowdsourced |
| | pretty_name: wikipedia-de-splits |
| | paperswithcode_id: null |
| | license: |
| | - cc-by-sa-3.0 |
| | - gfdl |
| | task_categories: |
| | - text-generation |
| | - fill-mask |
| | task_ids: |
| | - language-modeling |
| | - masked-language-modeling |
| | source_datasets: |
| | - wikipedia |
| | size_categories: |
| | - n<1K |
| | - 1K<n<10K |
| | - 10K<n<100K |
| | - 100K<n<1M |
| | - 1M<n<10M |
| | language: |
| | - de |
| | configs: |
| | - "1" |
| | - "2" |
| | - "3" |
| | - "4" |
| | - "5" |
| | - "6" |
| | - "7" |
| | - "8" |
| | - "9" |
| | - "10" |
| | - "11" |
| | - "12" |
| | - "13" |
| | - "14" |
| | - "15" |
| | - "16" |
| | - "17" |
| | - "18" |
| | - "19" |
| | - "20" |
| | - "21" |
| | - "all" |
| | --- |
| | # 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') |
