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--- |
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license: odc-by |
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dataset_info: |
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- config_name: finemath-scratch-3plus |
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features: |
|
- name: url |
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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 |
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dtype: float64 |
|
splits: |
|
- name: train |
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num_bytes: 137776842011 |
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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 |
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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 |
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path: finemath-scratch-3plus/train-* |
|
- config_name: finemath-scratch-4plus |
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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-* |
|
--- |
|
|
|
|
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Data subsets: |
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|
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* `finemath-scratch-3plus`: FineMath (English) with `int_score >= 3` |
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* `finemath-scratch-4plus`: FineMath (English) with `int_score >= 4` |
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* `infiwebmath-3plus`: Infi-WebMath (English-only) with `int_score >= 3` |
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* `infiwebmath-4plus`: Infi-WebMath (English-only) with `int_score >= 4` |
|
|
|
```python |
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from datasets import load_dataset |
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data = load_dataset("swissai-hf-data/finemath", "finemath-scratch-4plus", split="train", num_proc=8) |
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``` |
