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README.md CHANGED
@@ -3,41 +3,24 @@ language:
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  - en
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  - fr
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  - de
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- - zh
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- - it
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  - es
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- - ja
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  - pl
 
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  - la
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- - nl
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- - ru
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- - ar
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- - ko
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-
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- configs:
18
- - config_name: default
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- data_files:
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- - split: train
21
- path: "common_corpus_1/subset_100_1.parquet"
22
  ---
23
-
24
-
25
  # Common Corpus
26
 
27
- <p align="center">
28
- <a href="https://iclr.cc/virtual/2026/poster/10011885"><b>Full paper - ICLR 2026 oral</b></a>
29
- </p>
30
-
31
- Common Corpus is the largest open licensed text dataset, comprising 2.27 trillion tokens (2,267,302,720,836 tokens). It is a diverse dataset, consisting of books, newspapers, scientific articles, government and legal documents, code, and more. Common Corpus has been created by Pleias in association with several partners.
32
 
33
  Common Corpus differs from existing open datasets in that it is:
34
- * **Truly Open**: contains only data that is either uncopyrighted or freely licensed
35
  * **Traceable**: each individual document is associated with documented contextual information, including licensed use or lack of copyright.
36
  * **Multilingual**: mostly representing English and French data, but contains data for 8 languages with more than 10 billion tokens (German, Spanish, Italian, Polish, Greek, Latin) and 33 languages with more than 1 billion tokens.
37
  * **Diverse**: consisting of scientific articles, government and legal documents, code, and cultural heritage data, including books and newspapers
38
  * **Extensively Curated**: spelling and formatting has been corrected from digitized texts, harmful and toxic content has been removed, and content with low educational content has also been removed.
39
 
40
- The dataset in its entirety meets the requirements of the Code of Conduct of the AI Act and goes further than the current requirements for data transparency. It aims to set a new standard of openness in AI, showing that detailed provenance at a granular document level is a realistic objective, even at the scale of 2.3 trillion tokens.
41
 
42
  Common Corpus makes it possible to train model compatible with [the Open Source Initiative’s definition](https://opensource.org/ai/open-source-ai-definition#:~:text=An%20Open%20Source%20AI%20is,including%20to%20change%20its%20output.) of open-source AI, which includes openness of use, meaning use is permitted for “any purpose and without having to ask for permission". Based on the available licensing information Common Corpus can be filtered to only include public domain works or a subset of free licenses (like attribution only).
43
 
@@ -45,25 +28,28 @@ Common Corpus makes it possible to train model compatible with [the Open Source
45
  # About Common Corpus
46
 
47
  Common Corpus is made of six carefully curated collections:
48
- * **OpenCulture**: our largest collection at 967,018,390,906 tokens, featuring public domain books, newspapers from cultural heritage repositories and open projets like Wikisource ad Gutenberg. We're developing innovative tools of OCR correction based on Pleias Models to correct historical digitization errors, while implementing advanced toxicity filtering to ensure content meets modern ethical standards.
49
- * **OpenGovernment**: 579,150,518,908 tokens of financial and legal documents, including Finance Commons (from sources like SEC and WTO) and Legal Commons (including Europarl, Caselaw Access Project, Chinese Case Law), providing enterprise-grade training data from regulatory bodies and administrative sources.
50
  * **OpenSource**: 283,227,402,898 tokens of high-quality code in open source from GitHub, filtered using ArmoRM to ensure only the top 80% of submissions by quality rating are included.
51
  * **OpenScience**: 281,193,563,789 tokens of academic content from Open Alex and other open science reposiories, processed using vision-language models to preserve crucial document structure and formatting.
52
- * **OpenWeb**: 88,517,032,065 tokens from Wikipedia (official releases from the [Wikimedia Foundation](https://huggingface.co/datasets/wikimedia/wikipedia) on Huggingface), YouTube Commons and Stack-Exchange.
53
  * **Open Semantic**: 67,958,671,827 tokens from Wikidata (official releases from the [Wikimedia Foundation](https://huggingface.co/datasets/wikimedia/wikipedia) on Huggingface). The data has been reprocessed thanks to support and help of Wikidata and Wikimedia Germany. It includes the transcriptions of all the semantic triplets into natural language statements in over 300 languages.
54
 
55
  | Collection | Domain | Sources |
56
  |----------------|--------------------------|-------------------------------------------------------------------------------------------|
57
- | OpenGovernment | legal and administrative | [Finance Commons](https://huggingface.co/collections/PleIAs/finance-commons-66925e1095c7fa6e6828e26c) (e.g. SEC, WTO) and Legal Commons (e.g. Europarl, Caselaw Access Project, Chinese CaseLaw) |
58
  | OpenCulture | cultural heritage | public domain books and newspapers, Wikisource |
59
- | OpenScience | academic | OpenAlex |
60
- | OpenWeb | web text | [YouTube Commons](https://huggingface.co/datasets/PleIAs/YouTube-Commons), MOSEL, Stack Exchange, CCCC |
61
  | OpenSource | code | GitHub |
62
  | OpenSemantic | Semantic data | Wikidata |
63
 
64
- The first version of [Common Corpus](https://huggingface.co/datasets/PleIAs/common_corpus) was released in November of 2024. The second version added Wikidata and detailed document-level information, including licensing and other core metadata whenever available. The third ongoing version dramatically expand the language coverage of Common Corpus beyond the US and Europe with the integration of large collection of documents in Chinese, Japanese, Arabic, Korean and Hindi.
 
 
 
65
 
66
- The dataset release is accompanied by a comprehensive technical report (ICRL 2026 - oral) detailing our methodologies and data sources will accompany the release, ensuring full transparency and reproducibility.
67
 
68
  ## Dataset Structure
69
 
@@ -79,7 +65,7 @@ The dataset release is accompanied by a comprehensive technical report (ICRL 202
79
  * `creator`: institution publishing/collecting/curating the resource.
80
  * `language`: automatically identified language.
81
  * `word_count`: number of space delimited words.
82
- * `token_count`: number of tokens as calculated by Pleias official tokenizer and Gemma-3 tokenizer for Chinese, Japanese, Arabic, Korean and few additional non-Western languages.
83
  * `text`: full text, without formatting.
84
 
85
  </details >
@@ -95,7 +81,7 @@ The provenance of the datasets that make up Refined Common Corpus is detailed in
95
 
96
  ### Considerations for Using the Data
97
 
98
- All data in Common Corpus are either uncopyrighted or freely licensed and may be used for both commercial and non-commercial purposes.
99
 
100
  The dataset is multilingual. The language text is included in the metadata, so data can be filtered by language. Additionally, some of the text data are historical. The year each text is written is included in the metadata, therefore it is possible to construct a dataset with a custom date cutoff if desired.
101
 
@@ -116,13 +102,21 @@ data = load_dataset('PleIAs/common_corpus')
116
 
117
  # Acknowledgements
118
 
119
- The Corpus was built up with the support and concerted efforts of the AI Alliance, the French Ministry of Culture as part of the prefiguration of the service offering of the Alliance for Language technologies EDIC (ALT-EDIC).
120
 
121
- This dataset was also made in partnership with Wikimedia Enterprise and Wikidata/Wikimedia Germany. We're also thankful to our partner Libraries Without Borders for continuous assistance on extending low resource language support.
 
 
 
 
 
 
 
 
 
 
122
 
123
- The corpus was stored and processed with the generous support of the AI Alliance, Jean Zay (Eviden, Idris), Tracto AI, Mozilla. Generation of OCR correction at scale were performed using HPC resources from two GENCI–IDRIS grants: 2023-AD011014736 and GC011015451.
124
 
125
- Some parts of the corpus have been built on top of other similar open science LLM community initiatives such as German-Commons, MOSEL, kl3m, AI4Bharat, Creative Commons Common Crawl. We included a new curator field to properly acknowledge this data work.
126
 
127
  <div style="text-align: center;">
128
  <img src="https://huggingface.co/datasets/PleIAs/common_corpus/resolve/main/logo/ai_alliance.png" style="width: 33%; margin: 0 auto; display: inline-block;"/>
@@ -130,5 +124,6 @@ Some parts of the corpus have been built on top of other similar open science LL
130
  <img src="https://huggingface.co/datasets/PleIAs/common_corpus/resolve/main/logo/Nvidia_(logo).svg.png" style="width: 33%; margin: 0 auto; display: inline-block;"/>
131
  <img src="https://huggingface.co/datasets/PleIAs/common_corpus/resolve/main/logo/tractoAI.png" style="width: 33%; margin: 0 auto; display: inline-block;"/>
132
  <img src="https://huggingface.co/datasets/PleIAs/common_corpus/resolve/main/logo/mozilla.png" style="width: 33%; margin: 0 auto; display: inline-block;"/>
 
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  <img src="https://huggingface.co/datasets/PleIAs/common_corpus/resolve/main/logo/wikimedia_logo.png" style="width: 33%; margin: 0 auto; display: inline-block;"/>
134
  </div>
 
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  - en
4
  - fr
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  - de
 
 
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  - es
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+ - it
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  - pl
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+ - el
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  - la
 
 
 
 
 
 
 
 
 
 
11
  ---
 
 
12
  # Common Corpus
13
 
14
+ Common Corpus is the largest open and permissible licensed text dataset, comprising 2 trillion tokens (1,998,647,168,282 tokens). It is a diverse dataset, consisting of books, newspapers, scientific articles, government and legal documents, code, and more. Common Corpus has been created by Pleias in association with several partners and contributed in-kind to Current AI initiative.
 
 
 
 
15
 
16
  Common Corpus differs from existing open datasets in that it is:
17
+ * **Truly Open**: contains only data that is either uncopyrighted or permissively licensed
18
  * **Traceable**: each individual document is associated with documented contextual information, including licensed use or lack of copyright.
19
  * **Multilingual**: mostly representing English and French data, but contains data for 8 languages with more than 10 billion tokens (German, Spanish, Italian, Polish, Greek, Latin) and 33 languages with more than 1 billion tokens.
20
  * **Diverse**: consisting of scientific articles, government and legal documents, code, and cultural heritage data, including books and newspapers
21
  * **Extensively Curated**: spelling and formatting has been corrected from digitized texts, harmful and toxic content has been removed, and content with low educational content has also been removed.
22
 
23
+ The dataset in its entirety meets the requirements of the Code of Conduct of the AI Act and goes further than the current requirements for data transparency. It aims to set a new standard of openness in AI, showing that detailed provenance at a granular document level is a realistic objective, even at the scale of 2 trillion tokens.
24
 
25
  Common Corpus makes it possible to train model compatible with [the Open Source Initiative’s definition](https://opensource.org/ai/open-source-ai-definition#:~:text=An%20Open%20Source%20AI%20is,including%20to%20change%20its%20output.) of open-source AI, which includes openness of use, meaning use is permitted for “any purpose and without having to ask for permission". Based on the available licensing information Common Corpus can be filtered to only include public domain works or a subset of free licenses (like attribution only).
26
 
 
28
  # About Common Corpus
29
 
30
  Common Corpus is made of six carefully curated collections:
31
+ * **OpenCulture**: our largest collection at 885,982,490,090 tokens, featuring public domain books, newspapers from cultural heritage repositories and open projets like Wikisource ad Gutenberg. We're developing innovative tools of OCR correction based on Pleias Models to correct historical digitization errors, while implementing advanced toxicity filtering to ensure content meets modern ethical standards.
32
+ * **OpenGovernment**: 406,581,454,455 tokens of financial and legal documents, including Finance Commons (from sources like SEC and WTO) and Legal Commons (including Europarl and Caselaw Access Project), providing enterprise-grade training data from regulatory bodies and administrative sources.
33
  * **OpenSource**: 283,227,402,898 tokens of high-quality code in open source from GitHub, filtered using ArmoRM to ensure only the top 80% of submissions by quality rating are included.
34
  * **OpenScience**: 281,193,563,789 tokens of academic content from Open Alex and other open science reposiories, processed using vision-language models to preserve crucial document structure and formatting.
35
+ * **OpenWeb**: 73,217,485,489 tokens from Wikipedia (official releases from the [Wikimedia Foundation](https://huggingface.co/datasets/wikimedia/wikipedia) on Huggingface), YouTube Commons and Stack-Exchange.
36
  * **Open Semantic**: 67,958,671,827 tokens from Wikidata (official releases from the [Wikimedia Foundation](https://huggingface.co/datasets/wikimedia/wikipedia) on Huggingface). The data has been reprocessed thanks to support and help of Wikidata and Wikimedia Germany. It includes the transcriptions of all the semantic triplets into natural language statements in over 300 languages.
37
 
38
  | Collection | Domain | Sources |
39
  |----------------|--------------------------|-------------------------------------------------------------------------------------------|
40
+ | OpenGovernment | legal and administrative | [Finance Commons](https://huggingface.co/collections/PleIAs/finance-commons-66925e1095c7fa6e6828e26c) (e.g. SEC, WTO) and Legal Commons (e.g. Europarl, Caselaw Access Project) |
41
  | OpenCulture | cultural heritage | public domain books and newspapers, Wikisource |
42
+ | OpenScience | academic | OpenAlex, French theses |
43
+ | OpenWeb | web text | [YouTube Commons](https://huggingface.co/datasets/PleIAs/YouTube-Commons), Stack Exchange |
44
  | OpenSource | code | GitHub |
45
  | OpenSemantic | Semantic data | Wikidata |
46
 
47
+ The first version of [Common Corpus](https://huggingface.co/datasets/PleIAs/common_corpus) was released in November of 2024. The second version includes the following features:
48
+ * Additional datasets, including OpenSemantic thanks to a collaboration with Wikidata, extended scraps from Wikisource and the Gutenberg project, as well large open science datasets with permissive licences.
49
+ * Detailed document-level information, including licensing and other core metadata whenever available.
50
+ * Direct link to original publication for a significant share of documents (especially, from Github, Wikipedia, Wikidata…)
51
 
52
+ The dataset release is accompanied by a comprehensive technical report detailing our methodologies and data sources will accompany the release, ensuring full transparency and reproducibility.
53
 
54
  ## Dataset Structure
55
 
 
65
  * `creator`: institution publishing/collecting/curating the resource.
66
  * `language`: automatically identified language.
67
  * `word_count`: number of space delimited words.
68
+ * `token_count`: number of tokens as calculated by Pleias official tokenizer.
69
  * `text`: full text, without formatting.
70
 
71
  </details >
 
81
 
82
  ### Considerations for Using the Data
83
 
84
+ All data in Common Corpus are permissibly licensed and may be used for both commercial and non-commercial purposes.
85
 
86
  The dataset is multilingual. The language text is included in the metadata, so data can be filtered by language. Additionally, some of the text data are historical. The year each text is written is included in the metadata, therefore it is possible to construct a dataset with a custom date cutoff if desired.
87
 
 
102
 
103
  # Acknowledgements
104
 
 
105
 
106
+ The Corpus is part of the Current AI initiative to accelerate the development of the building blocks of open AI - notably data - that serves and is shaped by the public interest.
107
+
108
+
109
+ It was built up with the support and concerted efforts of the AI Alliance, the French Ministry of Culture and DINUM, as part of the prefiguration of the service offering of the Alliance for Language technologies EDIC (ALT-EDIC).
110
+
111
+
112
+ This dataset was also made in partnership with Wikimedia Enterprise and Wikidata/Wikimedia Germany.
113
+
114
+
115
+ The corpus was stored and processed with the generous support of the AI Alliance, Jean Zay (Eviden, Idris), Tracto AI, Mozilla.
116
+
117
 
118
+ The collection of the corpus has been largely facilitated thanks to the open science LLM community insights, cooperation and support (Eleuther AI, Allen AI, HuggingFace…).
119
 
 
120
 
121
  <div style="text-align: center;">
122
  <img src="https://huggingface.co/datasets/PleIAs/common_corpus/resolve/main/logo/ai_alliance.png" style="width: 33%; margin: 0 auto; display: inline-block;"/>
 
124
  <img src="https://huggingface.co/datasets/PleIAs/common_corpus/resolve/main/logo/Nvidia_(logo).svg.png" style="width: 33%; margin: 0 auto; display: inline-block;"/>
125
  <img src="https://huggingface.co/datasets/PleIAs/common_corpus/resolve/main/logo/tractoAI.png" style="width: 33%; margin: 0 auto; display: inline-block;"/>
126
  <img src="https://huggingface.co/datasets/PleIAs/common_corpus/resolve/main/logo/mozilla.png" style="width: 33%; margin: 0 auto; display: inline-block;"/>
127
+ <img src="https://huggingface.co/datasets/PleIAs/common_corpus/resolve/main/logo/Currentai-Logo-Ondarkblue-Rgb-2000px-w-144ppi.webp" style="width: 33%; margin: 0 auto; display: inline-block;"/>
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  <img src="https://huggingface.co/datasets/PleIAs/common_corpus/resolve/main/logo/wikimedia_logo.png" style="width: 33%; margin: 0 auto; display: inline-block;"/>
129
  </div>
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