Create Readme.md
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README.md
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---
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annotations_creators:
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- no-annotation
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language_creators:
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- crowdsourced
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pretty_name: wikipedia-de-splits
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paperswithcode_id: null
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license:
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- cc-by-sa-3.0
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- gfdl
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task_categories:
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- text-generation
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- fill-mask
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task_ids:
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- language-modeling
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- masked-language-modeling
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source_datasets:
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- wikipedia
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size_categories:
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- n<1K
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- 1K<n<10K
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- 10K<n<100K
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- 100K<n<1M
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- 1M<n<10M
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language:
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- de
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configs:
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- "1"
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- "2"
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- "3"
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- "4"
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- "19"
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- "20"
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- "21"
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- "all"
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---
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# Dataset Card for yaakov/wikipedia-de-splits
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## Dataset Description
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The only goal of this dataset is to have random German Wikipedia articles at
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various dataset sizes: Small datasets for fast development and large datasets for statistically relevant measurements.
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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.
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## Dataset creation
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This dataset has been created with the following script:
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!apt install git-lfs
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!pip install -q transformers datasets
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from huggingface_hub import notebook_login
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notebook_login()
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from datasets import load_dataset
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wikipedia_de = load_dataset("wikipedia", "20220301.de")['train']
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shuffled = wikipedia_de.shuffle(seed=42)
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from datasets import DatasetDict
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res = DatasetDict()
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k, n = 0, 1
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while n <= shuffled.num_rows:
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res[str(k)] = shuffled.select(range(n))
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k += 1; n *= 2
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res['all'] = shuffled
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res.push_to_hub('yaakov/wikipedia-de-splits')
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