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Datasets:
BEE-spoke-data
/
AutoMathText-top-hf

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AutoMathText-top-hf
File size: 8,949 Bytes
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---
license: cc-by-sa-4.0
source_datasets: math-ai/AutoMathText
dataset_info:
- config_name: code-python-0.70-to-1.00
  features:
  - name: text
    dtype: string
  - name: meta
    struct:
    - name: hexsha
      dtype: string
    - name: size
      dtype: int64
    - name: ext
      dtype: string
    - name: lang
      dtype: string
    - name: max_stars_repo_path
      dtype: string
    - name: max_stars_repo_name
      dtype: string
    - name: max_stars_repo_head_hexsha
      dtype: string
    - name: max_stars_repo_licenses
      sequence: string
    - name: max_stars_count
      dtype: int64
    - name: max_stars_repo_stars_event_min_datetime
      dtype: string
    - name: max_stars_repo_stars_event_max_datetime
      dtype: string
    - name: max_issues_repo_path
      dtype: string
    - name: max_issues_repo_name
      dtype: string
    - name: max_issues_repo_head_hexsha
      dtype: string
    - name: max_issues_repo_licenses
      sequence: string
    - name: max_issues_count
      dtype: int64
    - name: max_issues_repo_issues_event_min_datetime
      dtype: string
    - name: max_issues_repo_issues_event_max_datetime
      dtype: string
    - name: max_forks_repo_path
      dtype: string
    - name: max_forks_repo_name
      dtype: string
    - name: max_forks_repo_head_hexsha
      dtype: string
    - name: max_forks_repo_licenses
      sequence: string
    - name: max_forks_count
      dtype: int64
    - name: max_forks_repo_forks_event_min_datetime
      dtype: string
    - name: max_forks_repo_forks_event_max_datetime
      dtype: string
    - name: avg_line_length
      dtype: float64
    - name: max_line_length
      dtype: int64
    - name: alphanum_fraction
      dtype: float64
    - name: include
      dtype: bool
    - name: reason
      dtype: string
    - name: num_tokens
      dtype: int64
    - name: lm_name
      dtype: string
    - name: lm_label
      dtype: string
    - name: lm_q1_score
      dtype: float64
    - name: lm_q2_score
      dtype: float64
    - name: lm_q1q2_score
      dtype: float64
  splits:
  - name: train
    num_bytes: 453790736.455654
    num_examples: 111386
  download_size: 214040695
  dataset_size: 453790736.455654
- config_name: code-python-0.80-to-1.00
  features:
  - name: text
    dtype: string
  - name: meta
    struct:
    - name: hexsha
      dtype: string
    - name: size
      dtype: int64
    - name: ext
      dtype: string
    - name: lang
      dtype: string
    - name: max_stars_repo_path
      dtype: string
    - name: max_stars_repo_name
      dtype: string
    - name: max_stars_repo_head_hexsha
      dtype: string
    - name: max_stars_repo_licenses
      sequence: string
    - name: max_stars_count
      dtype: int64
    - name: max_stars_repo_stars_event_min_datetime
      dtype: string
    - name: max_stars_repo_stars_event_max_datetime
      dtype: string
    - name: max_issues_repo_path
      dtype: string
    - name: max_issues_repo_name
      dtype: string
    - name: max_issues_repo_head_hexsha
      dtype: string
    - name: max_issues_repo_licenses
      sequence: string
    - name: max_issues_count
      dtype: int64
    - name: max_issues_repo_issues_event_min_datetime
      dtype: string
    - name: max_issues_repo_issues_event_max_datetime
      dtype: string
    - name: max_forks_repo_path
      dtype: string
    - name: max_forks_repo_name
      dtype: string
    - name: max_forks_repo_head_hexsha
      dtype: string
    - name: max_forks_repo_licenses
      sequence: string
    - name: max_forks_count
      dtype: int64
    - name: max_forks_repo_forks_event_min_datetime
      dtype: string
    - name: max_forks_repo_forks_event_max_datetime
      dtype: string
    - name: avg_line_length
      dtype: float64
    - name: max_line_length
      dtype: int64
    - name: alphanum_fraction
      dtype: float64
    - name: include
      dtype: bool
    - name: reason
      dtype: string
    - name: num_tokens
      dtype: int64
    - name: lm_name
      dtype: string
    - name: lm_label
      dtype: string
    - name: lm_q1_score
      dtype: float64
    - name: lm_q2_score
      dtype: float64
    - name: lm_q1q2_score
      dtype: float64
  splits:
  - name: train
    num_bytes: 63612866.63603604
    num_examples: 17947
  download_size: 30488390
  dataset_size: 63612866.63603604
- config_name: default
  features:
  - name: url
    dtype: string
  - name: title
    dtype: string
  - name: abstract
    dtype: string
  - name: text
    dtype: string
  - name: meta
    struct:
    - name: timestamp
      dtype: timestamp[s]
    - name: yymm
      dtype: string
    - name: arxiv_id
      dtype: string
    - name: language
      dtype: string
    - name: url
      dtype: string
    - name: abstract
      dtype: string
    - name: subjects
      dtype: string
    - name: title
      dtype: string
    - name: lm_name
      dtype: string
    - name: lm_label
      dtype: string
    - name: lm_q1_score
      dtype: float64
    - name: lm_q2_score
      dtype: float64
    - name: lm_q1q2_score
      dtype: float64
  splits:
  - name: train
    num_bytes: 2373104058.782993
    num_examples: 38677
  download_size: 1069436618
  dataset_size: 2373104058.782993
- config_name: embeddings-text-nomic_text_v1
  features:
  - name: url
    dtype: string
  - name: text
    dtype: string
  - name: date
    dtype: timestamp[s]
  - name: meta
    struct:
    - name: domain
      dtype: string
    - name: url
      dtype: string
    - name: openwebmath_score
      dtype: float64
    - name: openwebmath_perplexity
      dtype: float64
    - name: lm_name
      dtype: string
    - name: lm_label
      dtype: string
    - name: lm_q1_score
      dtype: float64
    - name: lm_q2_score
      dtype: float64
    - name: lm_q1q2_score
      dtype: float64
  - name: text-embedding
    sequence: float64
  splits:
  - name: train
    num_bytes: 466212772
    num_examples: 34486
  download_size: 303506349
  dataset_size: 466212772
- config_name: web-0.70-to-1.00
  features:
  - name: url
    dtype: string
  - name: text
    dtype: string
  - name: date
    dtype: timestamp[s]
  - name: meta
    struct:
    - name: domain
      dtype: string
    - name: url
      dtype: string
    - name: openwebmath_score
      dtype: float64
    - name: openwebmath_perplexity
      dtype: float64
    - name: lm_name
      dtype: string
    - name: lm_label
      dtype: string
    - name: lm_q1_score
      dtype: float64
    - name: lm_q2_score
      dtype: float64
    - name: lm_q1q2_score
      dtype: float64
  splits:
  - name: train
    num_bytes: 2387619496.635066
    num_examples: 382396
  download_size: 1282263838
  dataset_size: 2387619496.635066
- config_name: web-0.80-to-1.00
  features:
  - name: url
    dtype: string
  - name: text
    dtype: string
  - name: date
    dtype: timestamp[s]
  - name: meta
    struct:
    - name: domain
      dtype: string
    - name: url
      dtype: string
    - name: openwebmath_score
      dtype: float64
    - name: openwebmath_perplexity
      dtype: float64
    - name: lm_name
      dtype: string
    - name: lm_label
      dtype: string
    - name: lm_q1_score
      dtype: float64
    - name: lm_q2_score
      dtype: float64
    - name: lm_q1q2_score
      dtype: float64
  splits:
  - name: train
    num_bytes: 244507793.00667277
    num_examples: 34486
  download_size: 130499757
  dataset_size: 244507793.00667277
configs:
- config_name: code-python-0.70-to-1.00
  data_files:
  - split: train
    path: code-python-0.70-to-1.00/train-*
- config_name: code-python-0.80-to-1.00
  data_files:
  - split: train
    path: code-python-0.80-to-1.00/train-*
- config_name: default
  data_files:
  - split: train
    path: data/train-*
- config_name: embeddings-text-nomic_text_v1
  data_files:
  - split: train
    path: embeddings-text-nomic_text_v1/train-*
- config_name: web-0.70-to-1.00
  data_files:
  - split: train
    path: web-0.70-to-1.00/train-*
- config_name: web-0.80-to-1.00
  data_files:
  - split: train
    path: web-0.80-to-1.00/train-*
---


Top ranking subsets of https://huggingface.co/datasets/math-ai/AutoMathText with additional filters (see notebook in repo root)

## configs

```python
from pprint import pprint
from datasets import get_dataset_config_names


def fetch_and_print_configs(dataset_name):
    """helper fn to print configs"""
    configs = get_dataset_config_names(dataset_name)

    print(f"Available configurations for dataset '{dataset_name}':")
    pprint(configs, width=80, compact=True)


ds_name = "BEE-spoke-data/AutoMathText-top-hf"
fetch_and_print_configs(ds_name)
```


<pre>Available configurations for dataset &apos;BEE-spoke-data/AutoMathText-top-hf&apos;:
[&apos;code-python-0.70-to-1.00&apos;, &apos;code-python-0.80-to-1.00&apos;, &apos;default&apos;,
 &apos;web-0.70-to-1.00&apos;, &apos;web-0.80-to-1.00&apos;]
</pre>

- the `defailt` config is filtered `arxiv-0.80-to-1.00`