https://github.com/OpenBMB/BMList

A List of Big Models
https://github.com/OpenBMB/BMList

ai api code computer-vision deep-learning natural-language-processing nlp paper pretrained-models speech-recognition visualization

Last synced: about 1 month ago
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A List of Big Models

• Host: GitHub
• URL: https://github.com/OpenBMB/BMList
• Owner: OpenBMB
• License: apache-2.0
• Created: 2022-07-07T02:54:25.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-06-30T14:34:50.000Z (over 1 year ago)
• Last Synced: 2024-08-04T09:06:05.644Z (5 months ago)
• Topics: ai, api, code, computer-vision, deep-learning, natural-language-processing, nlp, paper, pretrained-models, speech-recognition, visualization
• Language: Python
• Homepage:
• Size: 43.4 MB
• Stars: 341
• Watchers: 8
• Forks: 14
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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README

        


BMList


**A List of Big Models**



# Introduction

Welcome to BMList! We wish to use this list to show the recent trend of big models.

In BMList, we list models that:

1. Have at least 1 billion parameters;

2. 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](https://openbmb.github.io/BMList) to show statistics of big models from multiple perspectives.**

## Big Model List

We show all information of big models in a [multi-dimensional table](https://openbmb.github.io/BMList/list), in which you can easily classify models by organizations, languages, domains, etc.



## 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



### Model Numbers by Organizations



### Model Parameters by Organizations



### Model Numbers by Time



### Model Parameters by Time



# Contribution

We welcome everyone to add new models. Please check our [contributing guidelines](https://github.com/OpenBMB/BMList/blob/main/CONTRIBUTING.md) 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!

## Contributors