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Datasets:
lucabaroni
/
apollo-pile-filtered-10k

Formats:
parquet
Size:
10K - 100K
Libraries:
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pandas
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xet
Community
1
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1.02k
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Filtered Apollo-Pile Dataset (10k examples)

This dataset contains 10,000 examples from the Apollo-Research version of the Pile dataset (apollo-research/monology-pile-uncopyrighted-tokenizer-gpt2) that have been filtered to remove sequences containing tokens that are present in the Pile but not in OpenWebText. It can be useful as a test set for models that are trained on OpenWebText.

Dataset Creation

The dataset was created by:

  1. Analyzing token distributions in both the Apollo-Pile and OpenWebText datasets
  2. Identifying tokens that appear in the Apollo-Pile but not in OpenWebText
  3. Filtering out sequences from the Apollo-Pile that contain any of these unique tokens
  4. Taking the first 10,000 examples from the filtered dataset

Contents

  • pile_unique_tokens.csv: CSV file containing the tokens that were filtered out, including their IDs and frequencies
  • upload_dataset_to_hf.py: Script used to create and upload this dataset
  • compare_owt_and_pile.py: Script used to analyze token distributions and identify unique tokens
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Number of rows:
10,000