README.md

metadata

license: odc-by
dataset_info:
  - config_name: finemath-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: 137764105388.93857
        num_examples: 21405610
    download_size: 65039196945
    dataset_size: 137764105388.93857
  - config_name: finemath-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: 39101488149.09091
        num_examples: 6699493
    download_size: 18365184633
    dataset_size: 39101488149.09091
  - 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: 96485696853.10182
        num_examples: 13882669
    download_size: 46808660851
    dataset_size: 96485696853.10182
  - 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: 40002719500.1551
        num_examples: 6296212
    download_size: 19234328998
    dataset_size: 40002719500.1551
configs:
  - config_name: finemath-3plus
    data_files:
      - split: train
        path: finemath-3plus/train-*
  - config_name: finemath-4plus
    data_files:
      - split: train
        path: finemath-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-3plus: FineMath (English) with int_score >= 3
• finemath-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("HuggingFaceTB/finemath", "finemath-4plus", split="train", num_proc=8)