| --- |
| 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 'BEE-spoke-data/AutoMathText-top-hf': |
| ['code-python-0.70-to-1.00', 'code-python-0.80-to-1.00', 'default', |
| 'web-0.70-to-1.00', 'web-0.80-to-1.00'] |
| </pre> |
|
|
| - the `defailt` config is filtered `arxiv-0.80-to-1.00` |
