• Stars
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    339
  • Rank 124,632 (Top 3 %)
  • Language
    Python
  • License
    Apache License 2.0
  • Created over 2 years ago
  • Updated over 1 year ago

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Repository Details

A List of Big Models

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 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.

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 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

More Repositories

1

ChatDev

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2

MiniCPM-V

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3

XAgent

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4

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5

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6

AgentVerse

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7

BMTools

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8

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9

VisCPM

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10

ProAgent

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11

BMInf

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12

IoA

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13

BMTrain

Efficient Training (including pre-training and fine-tuning) for Big Models
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14

CPM-Live

Live Training for Open-source Big Models
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15

RepoAgent

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336
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16

UltraFeedback

A large-scale, fine-grained, diverse preference dataset (and models).
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302
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17

ModelCenter

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18

BMPrinciples

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222
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19

UltraEval

[ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.
Python
215
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20

InfiniteBench

100k+ Long-Context Benchmark for Large Language Models (paper upcoming)
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105
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21

OlympiadBench

[ACL 2024]Official GitHub repo for OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.
Python
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22

MobileCPM

A Toolkit for Running On-device Large Language Models (LLMs) in APP
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23

RAGEval

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24

DecT

Source code for ACL 2023 paper Decoder Tuning: Efficient Language Understanding as Decoding
Python
42
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25

XAgent-doc

Document for XAgent.
19
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26

UltraLink

An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset
Python
17
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27

BMInf-demos

BMInf demos.
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28

General-Model-License

6
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29

VisRAG

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1
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