semantic-filters / README.md
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metadata
dataset_info:
  features:
    - name: sequence_id
      dtype: int64
    - name: loss
      dtype: float32
    - name: prompt_perplexity
      dtype: float32
    - name: generation_perplexity
      dtype: float32
    - name: sequence_perplexity
      dtype: float32
    - name: text
      dtype: string
    - name: is_incrementing
      dtype: bool
    - name: is_repeating
      dtype: bool
    - name: sequence_duplicates
      dtype: int64
    - name: max_frequency
      dtype: int64
    - name: avg_frequency
      dtype: float64
    - name: min_frequency
      dtype: int64
    - name: median_frequency
      dtype: float64
    - name: p25_frequency
      dtype: int64
    - name: p75_frequency
      dtype: int64
    - name: frequencies
      sequence: int64
    - name: tokens
      sequence: int64
    - name: repeating_offset
      dtype: int32
    - name: num_repeating
      dtype: int32
    - name: smallest_repeating_chunk
      sequence: int64
    - name: nl_scores
      dtype: float32
    - name: 0_8_snowclones
      dtype: int64
    - name: 0_9_snowclones
      dtype: int64
    - name: 0_8_templates
      dtype: int64
    - name: 0_9_templates
      dtype: int64
    - name: huffman_coding_length
      dtype: float64
    - name: memorization_score
      dtype: float64
  splits:
    - name: pile_duped_6.9b
      num_bytes: 7163973430
      num_examples: 5000000
    - name: memories_duped_1b
      num_bytes: 1765898301
      num_examples: 1256144
    - name: pile_deduped_1.4b
      num_bytes: 7174034756
      num_examples: 5000000
    - name: memories_duped_6.9b
      num_bytes: 2966172012
      num_examples: 2120976
    - name: pile_duped_2.8b
      num_bytes: 7163973430
      num_examples: 5000000
    - name: memories_deduped_410m
      num_bytes: 1152062199
      num_examples: 811040
    - name: memories_deduped_1.4b
      num_bytes: 1484016295
      num_examples: 1048104
    - name: memories_duped_12b
      num_bytes: 3329181971
      num_examples: 2382328
    - name: memories_deduped_6.9b
      num_bytes: 2373022100
      num_examples: 1680296
    - name: pile_duped_160m
      num_bytes: 7166473430
      num_examples: 5000000
    - name: memories_deduped_1b
      num_bytes: 1463590448
      num_examples: 1032872
    - name: memories_duped_160m
      num_bytes: 978415336
      num_examples: 689680
    - name: pile_deduped_410m
      num_bytes: 7174034756
      num_examples: 5000000
    - name: pile_deduped_2.8b
      num_bytes: 7174034756
      num_examples: 5000000
    - name: pile_deduped_160m
      num_bytes: 7174034756
      num_examples: 5000000
  download_size: 27048496170
  dataset_size: 65702917976
configs:
  - config_name: default
    data_files:
      - split: pile_duped_6.9b
        path: data/pile_duped_6.9b-*
      - split: memories_duped_1b
        path: data/memories_duped_1b-*
      - split: pile_deduped_1.4b
        path: data/pile_deduped_1.4b-*
      - split: memories_duped_6.9b
        path: data/memories_duped_6.9b-*
      - split: pile_duped_2.8b
        path: data/pile_duped_2.8b-*
      - split: memories_deduped_410m
        path: data/memories_deduped_410m-*
      - split: memories_deduped_1.4b
        path: data/memories_deduped_1.4b-*
      - split: memories_duped_12b
        path: data/memories_duped_12b-*
      - split: memories_deduped_6.9b
        path: data/memories_deduped_6.9b-*
      - split: pile_duped_160m
        path: data/pile_duped_160m-*
      - split: memories_deduped_1b
        path: data/memories_deduped_1b-*
      - split: memories_duped_160m
        path: data/memories_duped_160m-*
      - split: pile_deduped_410m
        path: data/pile_deduped_410m-*
      - split: pile_deduped_2.8b
        path: data/pile_deduped_2.8b-*
      - split: pile_deduped_160m
        path: data/pile_deduped_160m-*