pile-validation / README.md
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metadata
configs:
  - config_name: default
    data_files:
      - split: validation
        path: data/*
  - config_name: torrent
    data_files:
      - split: validation
        path: torrent/*
dataset_info:
  features:
    - name: uid
      dtype: uint64
    - name: meta
      dtype: large_string
    - name: token_ids
      large_list: int64
    - name: text
      dtype: large_string
  splits:
    - name: train
      num_bytes: 4079842949
      num_examples: 214670
  download_size: 1312686961
  dataset_size: 4079842949

This dataset has been created as an artefact of the paper Causal Estimation of Memorisation Profiles (Lesci et al., 2024). More info about this dataset in the related collection Memorisation-Profiles.

The validation data used in our study. The Pythia suite does not have an official validation. However, we confirmed with the authors that the Pile validation split (this one) was not seen during training. It is still a bit confusing whether the Pile data can be released freely. Thus, we will remove this dataset if required.