Introduction

Welcome to BMList! Here, we shine a spotlight on the rising trend of big models in the realm of artificial intelligence. Our mission is simple: to compile and present models that:

• Have at least 1 billion parameters;
• Have been publicly released, either through a research paper, article, or news piece.

If you stumble across any typos or mistakes in this repository, feel free to create issues or submit pull requests. Your feedback is invaluable!

What’s New

As of August 5, 2022, we’ve upgraded our multi-dimensional table. Now you can filter the records as you wish for a tailored viewing experience!

Model Expo

We maintain a website to show statistics of big models from multiple perspectives.

Big Model List

Our comprehensive big model list is presented in a multi-dimensional table, allowing you to classify models by organizations, languages, domains, and more.

img src=figures/bmlist.png width=1000px

Big Model Gallery

In addition, we host a gallery to showcase visual representations regarding big models. Currently, there are five figures available, previewed below, and we’re open to any ideas for new figures!

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 to our list! To get started, please check our contributing guidelines to see how to add models effectively. Once you’ve added a model, the multi-dimensional table and website will be automatically updated. No need to worry about the technical ins and outs!

Troubleshooting

If you encounter any issues while navigating through the BMList, consider these troubleshooting tips:

• Double-check your internet connection to ensure you are online.
• Clear your browser cache if the site isn’t loading properly.
• Refresh the page to see if the content updates.

For more insights, updates, or to collaborate on AI development projects, stay connected with fxis.ai.

At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.