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token-wars-dataviz

A data visualisation in `matplotlib` of the number of parameters in major LLMs as well as the number of tokens of text they were trained on.

https://github.com/kathyreid/token-wars-dataviz

Science Score: 44.0%

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    CITATION.cff file
    Found CITATION.cff file
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    Found codemeta.json file
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    .zenodo.json file
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    Scientific vocabulary similarity
    Low similarity (2.1%) to scientific vocabulary

Keywords

llm llms tokenization tokenizer tokens tokenwars
Last synced: 6 months ago · JSON representation ·

Repository

A data visualisation in `matplotlib` of the number of parameters in major LLMs as well as the number of tokens of text they were trained on.

Basic Info
  • Host: GitHub
  • Owner: KathyReid
  • License: gpl-3.0
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 454 KB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
llm llms tokenization tokenizer tokens tokenwars
Created 10 months ago · Last pushed 7 months ago
Metadata Files
Readme Citation

README.md

LLM number of parameters and number of training tokens over time

A data visualisation in matplotlib of the number of parameters in major LLMs as well as the number of tokens of text they were trained on.

Used in my presentation The Token Wars, given at Everything Open 2025 Adelaide, and the Melbourne ML and AI Meetup April 2025.

LLM number of parameters and number of training tokens over time

Owner

  • Name: Kathy Reid
  • Login: KathyReid
  • Kind: user
  • Location: Geelong, Australia
  • Company: @anucybernetics

Does #opensource goodness. Currently @ANUcybernetics in Canberra, AU and @common-voice. Ex @nvidia @mozilla @Deakin @MycroftAI @linuxaustralia she/her pronouns

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this data visualisation, please cite it as follows:"
authors:
- family-names: "Reid"
  given-names: "Kathy"
  orcid: "https://orcid.org/0000-0001-9205-0942"
title: "LLM Models: Number of training tokens and parameter size by date"
version: 1.0
date-released: 2025-04-13
url: "https://github.com/KathyReid/token-wars-dataviz"

GitHub Events

Total
  • Push event: 7
  • Create event: 2
Last Year
  • Push event: 7
  • Create event: 2

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 7
  • Total Committers: 1
  • Avg Commits per committer: 7.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 7
  • Committers: 1
  • Avg Commits per committer: 7.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Kathy Reid k****y@k****u 7
Committer Domains (Top 20 + Academic)
kathyreid.id.au: 1

Issues and Pull Requests

Last synced: 9 months ago

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  • Total issues: 0
  • Total pull requests: 0
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  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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