Awesome
<div align="center"> <h1>BMList</h1>A List of Big Models
</div>Introduction
Welcome to BMList! We wish to use this list to show the recent trend of big models.
In BMList, we list models that:
- Have at least 1 billion parameters;
- Have been publicly released either by a paper, an artice or a piece of news.
If you find any typos or mistakes in this repo, please feel free to create issues or pull requests!
What's New
- 2022/08/05 We have upgraded the multi-dimensional table, and now you can filter the records as you wish!
Model Expo
We maintain a website to show statistics of big models from multiple perspectives.
Big Model List
We show all information of big models in a multi-dimensional table, in which you can easily classify models by organizations, languages, domains, etc.
<img src="figures/bmlist.png" width="1000px">Big Model Gallery
We also host a gallery to present figures about big models. Currently, there are five figures, previewed below, and any ideas for new figures are welcomed!
Big Model Trend
<img src="figures/scatter.png" width="1000px">Model Numbers by Organizations
<img src="figures/affiliation_cnt.png" width="1000px">Model Parameters by Organizations
<img src="figures/affiliation_params.png" width="1000px">Model Numbers by Time
<img src="figures/time_cnt.png" width="1000px">Model Parameters by Time
<img src="figures/time_params.png" width="1000px">Contribution
We welcome everyone to add new models. Please check our contributing guidelines to see how to contribute.
Once you added a model, the multi-dimensional table and the website will be automatically updated. Don't worry about that!