TxT360-1M-sample / README.md
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metadata
language:
  - en
license: odc-by
size_categories:
  - 100K<n<1M
task_categories:
  - text-generation
  - feature-extraction
dataset_info:
  features:
    - name: text
      dtype: string
    - name: meta
      struct:
        - name: cc-path
          dtype: string
        - name: corpusid
          dtype: int64
        - name: dup_signals
          struct:
            - name: dup_details
              struct:
                - name: 2013-20
                  dtype: int64
                - name: 2013-48
                  dtype: int64
                - name: 2014-10
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                - name: 2014-15
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                - name: 2014-23
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                - name: 2014-35
                  dtype: int64
                - name: 2014-41
                  dtype: int64
                - name: 2014-42
                  dtype: int64
                - name: 2014-49
                  dtype: 'null'
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                - name: 2015-06
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                - name: 2015-11
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                - name: 2015-18
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                - name: 2015-22
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                - name: 2015-27
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                - name: 2017-09
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                - name: 2017-17
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                - name: 2017-22
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                - name: 2017-26
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                - name: 2017-30
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                - name: 2017-34
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                - name: 2018-17
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                - name: 2018-22
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                - name: 2018-26
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                - name: 2018-30
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                - name: 2018-34
                  dtype: int64
                - name: 2018-39
                  dtype: int64
                - name: 2018-43
                  dtype: int64
                - name: 2018-47
                  dtype: int64
                - name: 2018-51
                  dtype: int64
                - name: 2019-04
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                - name: 2019-09
                  dtype: int64
                - name: 2019-13
                  dtype: int64
                - name: 2019-18
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                - name: 2019-22
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                - name: 2019-26
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                - name: 2019-30
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                - name: 2019-35
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                - name: 2019-39
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                - name: 2019-43
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                - name: 2019-47
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                - name: 2024-22
                  dtype: int64
                - name: 2024-26
                  dtype: int64
                - name: 2024-30
                  dtype: int64
                - name: curated_sources
                  dtype: int64
                - name: unknown
                  dtype: int64
            - name: dup_doc_count
              dtype: int64
            - name: dup_dump_count
              dtype: int64
        - name: id
          dtype: int64
        - name: lang
          dtype: string
        - name: lang_score
          dtype: float64
        - name: language
          dtype: string
        - name: openaccessinfo
          struct:
            - name: externalids
              struct:
                - name: ACL
                  dtype: string
                - name: ArXiv
                  dtype: string
                - name: DOI
                  dtype: string
                - name: MAG
                  dtype: string
                - name: PubMedCentral
                  dtype: string
            - name: license
              dtype: string
            - name: status
              dtype: string
            - name: url
              dtype: string
        - name: pmid
          dtype: int64
        - name: quality_signals
          struct:
            - name: fraction_of_characters_in_duplicate_lines
              dtype: float64
            - name: fraction_of_characters_in_duplicate_ngrams
              sequence:
                sequence: float64
            - name: fraction_of_characters_in_duplicate_paragraphs
              dtype: float64
            - name: fraction_of_characters_in_most_common_ngram
              sequence:
                sequence: float64
            - name: fraction_of_duplicate_lines
              dtype: float64
            - name: fraction_of_duplicate_paragraphs
              dtype: float64
            - name: fraction_of_lines_ending_with_ellipsis
              dtype: float64
            - name: fraction_of_lines_starting_with_bullet_point
              dtype: float64
            - name: fraction_of_lines_with_toxic_words
              dtype: float64
            - name: fraction_of_words_corrected_in_lines
              dtype: float64
            - name: fraction_of_words_with_alpha_character
              dtype: float64
            - name: has_curly_bracket
              dtype: bool
            - name: has_lorem_ipsum
              dtype: bool
            - name: mean_word_length
              dtype: float64
            - name: num_of_lines_with_toxic_words
              dtype: int64
            - name: num_of_paragraphs
              dtype: int64
            - name: num_of_sentences
              dtype: int64
            - name: num_of_stop_words
              dtype: int64
            - name: num_of_toxic_words
              dtype: int64
            - name: orig_text_has_dup_lines
              dtype: bool
            - name: symbol_to_word_ratio
              dtype: float64
            - name: url_score
              dtype: float64
            - name: word_count
              dtype: int64
        - name: timestamp
          dtype: timestamp[us]
        - name: title
          dtype: string
        - name: url
          dtype: string
    - name: subset
      dtype: string
  splits:
    - name: train
      num_bytes: 5427934946
      num_examples: 1000000
  download_size: 2765337588
  dataset_size: 5427934946
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

BEE-spoke-data/TxT360-1M-sample

One million row sample from LLM360/TxT360:

  • min length 256 GPT-4 tokens
  • max length 8192 GPT-4 tokens