Create README.md

README.md

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+# Matrix
+
+An open-source pretraining dataset with a scale of 4690 billion tokens, used to train neo models. 
+
+## Dataset Composition
+
+The dataset consists of several components, each originating from different sources and serving various purposes in language modeling and processing. Below is a brief overview of each component:
+
+<p>
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/654907a4a1faff97850c4eff/1FWMF_t_Mhy0UQmu65Bb1.png" style="float: right; width: 700px; margin-left: 10px;">
+  <strong>Common Crawl</strong><br>
+  Extracts from the Common Crawl project, featuring a rich diversity of internet text including websites, blogs, news articles, and more.<br>
+
+  <strong>Code</strong><br>
+  A collection of coding-related data.<be>
+
+  <strong>Paper</strong><br>
+  Consists of academic and research papers covering a broad spectrum of disciplines, offering technical and domain-specific language.<br>
+
+  <strong>Book</strong><br>
+  Comprises texts from a range of published books, encompassing literature, non-fiction, textbooks, and more.<br>
+
+  <strong>Instruction</strong><br>
+  Features a collection of texts primarily in a Q&A format.<be>
+
+  <strong>Exam</strong><br>
+  Contains various educational materials and assessments used in academic examinations.<be>
+  
+  <strong>News</strong><br>
+  A collection of texts from various journalistic sources, reporting on current events and news stories.<br>
+  
+  <strong>Wiki</strong><br>
+  Articles from various encyclopedic sources, not limited to Wikipedia, covering a wide array of topics and information.<br>
+  
+  <strong>Patent</strong><br>
+  Includes texts from patent documents, providing detailed descriptions of inventions and their applications.<br>
+
+</p>