| --- |
| license: apache-2.0 |
| task_categories: |
| - text-generation |
| language: |
| - en |
| - zh |
| tags: |
| - language model |
| pretty_name: Matrix |
| size_categories: |
| - n>1T |
| --- |
| |
| # Matrix |
|
|
| An open-source pretraining dataset containing 4690 billion tokens, this bilingual dataset with both English and Chinese texts is used for training 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: 400px; 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> |
