README.md

metadata

license: odc-by
dataset_info:
  - config_name: finemath-scratch-3plus
    features:
      - name: url
        dtype: string
      - name: fetch_time
        dtype: int64
      - name: content_mime_type
        dtype: string
      - name: warc_filename
        dtype: string
      - name: warc_record_offset
        dtype: int32
      - name: warc_record_length
        dtype: int32
      - name: text
        dtype: string
      - name: token_count
        dtype: int32
      - name: char_count
        dtype: int32
      - name: metadata
        dtype: string
      - name: score
        dtype: float64
      - name: int_score
        dtype: int64
      - name: crawl
        dtype: string
      - name: snapshot_type
        dtype: string
      - name: language
        dtype: string
      - name: language_score
        dtype: float64
    splits:
      - name: train
        num_bytes: 137776842011
        num_examples: 21407589
    download_size: 64839987399
    dataset_size: 137776842011
  - config_name: finemath-scratch-4plus
    features:
      - name: url
        dtype: string
      - name: fetch_time
        dtype: int64
      - name: content_mime_type
        dtype: string
      - name: warc_filename
        dtype: string
      - name: warc_record_offset
        dtype: int32
      - name: warc_record_length
        dtype: int32
      - name: text
        dtype: string
      - name: token_count
        dtype: int32
      - name: char_count
        dtype: int32
      - name: metadata
        dtype: string
      - name: score
        dtype: float64
      - name: int_score
        dtype: int64
      - name: crawl
        dtype: string
      - name: snapshot_type
        dtype: string
      - name: language
        dtype: string
      - name: language_score
        dtype: float64
    splits:
      - name: train
        num_bytes: 39107231250
        num_examples: 6700477
    download_size: 18312712924
    dataset_size: 39107231250
  - config_name: infiwebmath-3plus
    features:
      - name: url
        dtype: string
      - name: metadata
        dtype: string
      - name: score
        dtype: float64
      - name: int_score
        dtype: int64
      - name: token_count
        dtype: int64
      - name: char_count
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 96495948225
        num_examples: 13884144
    download_size: 46639785362
    dataset_size: 96495948225
  - config_name: infiwebmath-4plus
    features:
      - name: url
        dtype: string
      - name: metadata
        dtype: string
      - name: score
        dtype: float64
      - name: int_score
        dtype: int64
      - name: token_count
        dtype: int64
      - name: char_count
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 43765365410.18643
        num_examples: 6297100
    download_size: 19238942936
    dataset_size: 43765365410.18643
configs:
  - config_name: finemath-scratch-3plus
    data_files:
      - split: train
        path: finemath-scratch-3plus/train-*
  - config_name: finemath-scratch-4plus
    data_files:
      - split: train
        path: finemath-scratch-4plus/train-*
  - config_name: infiwebmath-3plus
    data_files:
      - split: train
        path: infiwebmath-3plus/train-*
  - config_name: infiwebmath-4plus
    data_files:
      - split: train
        path: infiwebmath-4plus/train-*

Data subsets:

• finemath-scratch-3plus: FineMath (English) with int_score >= 3
• finemath-scratch-4plus: FineMath (English) with int_score >= 4
• infiwebmath-3plus: Infi-WebMath (English-only) with int_score >= 3
• infiwebmath-4plus: Infi-WebMath (English-only) with int_score >= 4

from datasets import load_dataset
data = load_dataset("swissai-hf-data/finemath", "finemath-scratch-4plus", split="train", num_proc=8)