| | --- |
| | 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` |
