Super-squash branch 'main' using huggingface_hub

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README.md

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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
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+      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
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+    - name: max_line_length
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+    - name: include
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+    - 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`

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