|
--- |
|
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> |
|
Paper: arxiv.org/abs/2405.19327 |
