Datasets:
Tasks:
Text Generation
Modalities:
Text
Formats:
text
Size:
10M - 100M
ArXiv:
Tags:
webdataset
License:
| license: cc-by-sa-4.0 | |
| task_categories: | |
| - text-generation | |
| language: | |
| - sr | |
| - hr | |
| - bs | |
| tags: | |
| - webdataset | |
| pretty_name: Kišobran (Umbrella corp.) | |
| size_categories: | |
| - 10B<n<100B | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: '*.txt' | |
| - split: sr | |
| path: '*_sr.txt' | |
| - split: cnr | |
| path: '*_cnr.txt' | |
| - split: hr | |
| path: '*_hr.txt' | |
| - split: bs | |
| path: '*_bs.txt' | |
| <img src="cover.png" class="cover"> | |
| <table style="width:100%;height:100%"> | |
| <!--tr style="width:100%;height:30px"> | |
| <td colspan=2 align=center> | |
| <h1>Kišobran (Umbrella corp.)</h1> | |
| </td> | |
| <tr--> | |
| <tr style="width:100%;height:100%"> | |
| <td width=50%> | |
| <h2><span class="highlight-container"><b class="highlight">Kišobran korpus</b></span> - krovni veb korpus srpskog i srpskohrvatskog jezika</h2> | |
| <p>Najveća agregacija veb korpusa do sada, pogodna za obučavanje velikih jezičkih modela za srpski jezik.</p> | |
| <p>Ukupno x dokumenata, ukupno sa <span class="highlight-container"><span class="highlight">preko 18.5 milijardi reči</span></span>.</p> | |
| <p></p> | |
| <p>Svaka linija predstavlja novi dokument</p> | |
| <p>Rečenice unutar dokumenata su obeležene.</p> | |
| <h4>Sadrži obrađene i deduplikovane verzije sledećih korpusa:</h4> | |
| </td> | |
| <td> | |
| <h2><span class="highlight-container"><b class="highlight">Umbrella corp.</b></span> - umbrella web corpus of Serbian and Serbo-Croatian</h2> | |
| <p>The largest aggregation of web corpora so far, suitable for training Serbian large language models.</p> | |
| <p>A total of x documents containing <span class="highlight-container"><span class="highlight">over 18.5 billion words</span></span>.</p> | |
| <p></p> | |
| <p>Each line represents a document.</p> | |
| <p>Each Sentence in a document is delimited.</p> | |
| <h4>Contains processed and deduplicated versions of the following corpora:</h4> | |
| </td> | |
| </tr> | |
| </table> | |
| <table class="lista"> | |
| <tr> | |
| <td>Korpus<br/>Corpus</td> | |
| <td>Jezik<br/>Language</td> | |
| <td>Broj dokumenata<br/>Doc. count</td> | |
| <td>Broj reči<br/>Word count</td> | |
| <td>Udeo<br/>Share</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://huggingface.co/datasets/HPLT/hplt_monolingual_v1_2">HPLT_sr</a></td> | |
| <td>🇷🇸</td> | |
| <td>2.9 M</td> | |
| <td>2.5 B</td> | |
| <td>13.74%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1807">MaCoCu_sr</a></td> | |
| <td>🇷🇸</td> | |
| <td>6.7 M</td> | |
| <td>2.1 B</td> | |
| <td>11.54%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://huggingface.co/datasets/allenai/c4">MC4_sr</a></td> | |
| <td>🇷🇸</td> | |
| <td>2.3 M</td> | |
| <td>782 M</td> | |
| <td>4.19%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://huggingface.co/datasets/cc100">cc100_sr</a></td> | |
| <td>🇷🇸</td> | |
| <td>2.3 M</td> | |
| <td>659 M</td> | |
| <td>3.53%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1752">PDRS1.0</a></td> | |
| <td>🇷🇸</td> | |
| <td>400 K</td> | |
| <td>506 M</td> | |
| <td>2.71%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://huggingface.co/datasets/jerteh/SrpKorNews">SrpKorNews</a></td> | |
| <td>🇷🇸</td> | |
| <td>35 K</td> | |
| <td>469 M</td> | |
| <td>2.51%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://huggingface.co/datasets/oscar-corpus/OSCAR-2301">OSCAR_sr</a></td> | |
| <td>🇷🇸</td> | |
| <td>500 K</td> | |
| <td>410 M</td> | |
| <td>2.2%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1063">srWaC</a></td> | |
| <td>🇷🇸</td> | |
| <td>1.2 M</td> | |
| <td>307 M</td> | |
| <td>1.65%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1426">CLASSLA_sr</a></td> | |
| <td>🇷🇸</td> | |
| <td>1.3 M</td> | |
| <td>240 M</td> | |
| <td>1.29%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1809">MaCoCu_cnr</a></td> | |
| <td>🇷🇸/🇲🇪</td> | |
| <td>500 K</td> | |
| <td>152 M</td> | |
| <td>0.82%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1429">meWaC</a></td> | |
| <td>🇷🇸/🇲🇪</td> | |
| <td>200 K</td> | |
| <td>41 M</td> | |
| <td>0.22%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://huggingface.co/datasets/cc100">cc100_hr</a></td> | |
| <td>🇭🇷</td> | |
| <td>13.3 M</td> | |
| <td>2.5 B</td> | |
| <td>13.73%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1806">MaCoCu_hr</a></td> | |
| <td>🇭🇷</td> | |
| <td>8 M</td> | |
| <td>2.3 B</td> | |
| <td>12.63%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://huggingface.co/datasets/HPLT/hplt_monolingual_v1_2">HPLT_hr</a></td> | |
| <td>🇭🇷</td> | |
| <td>2.3 M</td> | |
| <td>1.8 B</td> | |
| <td>9.95%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://huggingface.co/datasets/classla/xlm-r-bertic-data">hr_news</a></td> | |
| <td>🇭🇷</td> | |
| <td>4.1 M</td> | |
| <td>1.4 B</td> | |
| <td>7.65%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1064">hrWaC</a></td> | |
| <td>🇭🇷</td> | |
| <td>3.1 M</td> | |
| <td>935 M</td> | |
| <td>5.01%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1426">CLASSLA_hr</a></td> | |
| <td>🇭🇷</td> | |
| <td>1.2 M</td> | |
| <td>160 M</td> | |
| <td>0.86%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1180">riznica</a></td> | |
| <td>🇭🇷</td> | |
| <td>20 K</td> | |
| <td>69 M</td> | |
| <td>0.37%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1808">MaCoCu_bs</a></td> | |
| <td>🇧🇦</td> | |
| <td>2.6 M</td> | |
| <td>700 M</td> | |
| <td>3.75%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1062">bsWaC</a></td> | |
| <td>🇧🇦</td> | |
| <td>800 K</td> | |
| <td>194 M</td> | |
| <td>1.04%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://www.clarin.si/repository/xmlui/handle/11356/1426">CLASSLA_bs</a></td> | |
| <td>🇧🇦</td> | |
| <td>800 K</td> | |
| <td>105 M</td> | |
| <td>0.56%</td> | |
| </tr> | |
| <tr> | |
| <td><a href="https://huggingface.co/datasets/cc100">cc100_bs</a></td> | |
| <td>🇧🇦</td> | |
| <td>300 K</td> | |
| <td>9 M</td> | |
| <td>0.05%</td> | |
| </tr> | |
| <tr> | |
| <td><b>TOTAL</b></td> | |
| <td></td> | |
| <td><b>54.75 M</b></td> | |
| <td><b>18.65 B</b></td> | |
| <td>100%</td> | |
| </tr> | |
| </table> | |
| Load complete dataset / Učitavanje kopletnog dataseta | |
| ```python | |
| from datasets import load_dataset | |
| dataset = load_dataset("procesaur/umbrella") | |
| ``` | |
| Load a specific language / Učitavanje pojedinačnih jezika | |
| ```python | |
| from datasets import load_dataset | |
| dataset_sr = load_dataset("procesaur/umbrella", split="sr") | |
| dataset_cnr = load_dataset("procesaur/umbrella", split="cnr") | |
| dataset_hr = load_dataset("procesaur/umbrella", split="hr") | |
| dataset_bs = load_dataset("procesaur/umbrella", split="bs") | |
| ``` | |
| <div class="inline-flex flex-col" style="line-height: 1.5;padding-right:50px"> | |
| <div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">Editor</div> | |
| <a href="https://huggingface.co/procesaur"> | |
| <div class="flex"> | |
| <div | |
| style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; | |
| background-size: cover; background-image: url('https://cdn-uploads.huggingface.co/production/uploads/1673534533167-63bc254fb8c61b8aa496a39b.jpeg?w=200&h=200&f=face')"> | |
| </div> | |
| </div> | |
| </a> | |
| <div style="text-align: center; font-size: 16px; font-weight: 800">Mihailo Škorić</div> | |
| <div> | |
| <a href="https://huggingface.co/procesaur"> | |
| <div style="text-align: center; font-size: 14px;">@procesaur</div> | |
| </a> | |
| </div> | |
| </div> | |
| </div> | |
| Citation: | |
| ```bibtex | |
| @article{skoric24korpusi, | |
| author = {\vSkori\'c, Mihailo and Jankovi\'c, Nikola}, | |
| title = {New Textual Corpora for Serbian Language Modeling}, | |
| journal = {Infotheca}, | |
| volume = {24}, | |
| issue = {1}, | |
| year = {2024}, | |
| publisher = {Zajednica biblioteka univerziteta u Srbiji, Beograd}, | |
| url = {https://arxiv.org/abs/2405.09250} | |
| } | |
| ``` | |
| <table style="width:100%;height:100%"> | |
| <tr style="width:100%;height:100%"> | |
| <td width=50%> | |
| <p>Istraživanje je sprovedeno uz podršku Fonda za nauku Republike Srbije, #7276, Text Embeddings – Serbian Language Applications – TESLA.</p> | |
| <p>Svaki korpus u tabeli vezan je za URL sa kojeg je preuzet. Prikazani brojevi dokumenata i reči, odnose se na stanje nakon čićenja i deduplikacije.</p> | |
| <p>Deduplikacija je izvršena pomoću alata <a href="http://corpus.tools/wiki/Onion">onion</a> korišćenjem pretrage 6-torki i pragom dedumplikacije 75%.</p> | |
| <p>Računarske resursre neophodne za deduplikaciju korpusa obezbedila je Nacionalna platforma za veštačku inteligenciju Srbije.</p> | |
| </td> | |
| <td> | |
| <p>This research was supported by the Science Fund of the Republic of Serbia, #7276, Text Embeddings - Serbian Language Applications - TESLA.</p> | |
| <p>Each corpus in the table is linked to the URL from which it was downloaded. The displayed numbers of documents and words refer to after cleaning and deduplication.</p> | |
| <p>The dataset was deduplicated using <a href="http://corpus.tools/wiki/Onion">onion</a> using 6-tuples search and a duplicate threshold of 75%.</p> | |
| <p>Computer resources necessary for the deduplication of the corpus were provided by the National Platform for Artificial Intelligence of Serbia.</p> | |
| </td> | |
| </tr> | |
| </table> | |
| <div id="zastava"> | |
| <div class="grb"> | |
| <img src="https://www.ai.gov.rs/img/logo_60x120-2.png" style="position:relative; left:30px; z-index:10; height:85px"> | |
| </div> | |
| <table width=100% style="border:0px"> | |
| <tr style="background-color:#C6363C;width:100%;border:0px;height:30px"><td style="width:100vw"></td></tr> | |
| <tr style="background-color:#0C4076;width:100%;border:0px;height:30px"><td></td></tr> | |
| <tr style="background-color:#ffffff;width:100%;border:0px;height:30px"><td></td></tr> | |
| </table> | |
| </div> | |
| <style> | |
| .ffeat: { | |
| color:red | |
| } | |
| .cover { | |
| width: 100%; | |
| margin-bottom: 5pt | |
| } | |
| .highlight-container, .highlight { | |
| position: relative; | |
| text-decoration:none | |
| } | |
| .highlight-container { | |
| display: inline-block; | |
| } | |
| .highlight{ | |
| color:white; | |
| text-transform:uppercase; | |
| font-size: 16pt; | |
| } | |
| .highlight-container{ | |
| padding:5px 10px | |
| } | |
| .highlight-container:before { | |
| content: " "; | |
| display: block; | |
| height: 100%; | |
| width: 100%; | |
| margin-left: 0px; | |
| margin-right: 0px; | |
| position: absolute; | |
| background: #e80909; | |
| transform: rotate(2deg); | |
| top: -1px; | |
| left: -1px; | |
| border-radius: 20% 25% 20% 24%; | |
| padding: 10px 18px 18px 10px; | |
| } | |
| div.grb, #zastava>table { | |
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| div.grb>img, #zastava>table{ | |
| margin:0px | |
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| #zastava { | |
| position: relative; | |
| margin-bottom:120px | |
| } | |
| p { | |
| font-size:14pt | |
| } | |
| .lista tr{ | |
| line-height:1 | |
| } | |
| </style> |