metadata
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:
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dtype: string
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dtype: string
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dtype: string
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dtype: string
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sequence: string
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dtype: int64
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dtype: string
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dtype: string
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dtype: string
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dtype: string
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sequence: string
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dtype: string
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dtype: int64
- name: alphanum_fraction
dtype: float64
- name: include
dtype: bool
- name: reason
dtype: string
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- name: lm_name
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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
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dtype: int64
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dtype: string
- name: max_issues_repo_issues_event_max_datetime
dtype: string
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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
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- name: max_forks_repo_forks_event_min_datetime
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dtype: string
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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
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dtype: string
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- name: lm_q1q2_score
dtype: float64
splits:
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num_examples: 17947
download_size: 30488390
dataset_size: 63612866.63603604
- config_name: default
features:
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struct:
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dtype: string
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dtype: string
- name: subjects
dtype: string
- name: title
dtype: string
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dtype: string
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dtype: string
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dtype: float64
- name: lm_q2_score
dtype: float64
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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:
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dtype: string
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dtype: string
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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
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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
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)
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']
- the
defailtconfig is filteredarxiv-0.80-to-1.00