Development

A sovereign consortium model ships alongside 1-bit models that run in a browser

development2026-07-20

Claim

Germany's Soofi consortium launched a sovereign 30-billion-parameter mixture-of-experts trained on 27 trillion tokens, while the WebML community shipped 1-bit models that run entirely in a browser.

Reported metric: 27T tokens

Reporting date: 2026-07-20 (not necessarily the event date)

Sources

Attribution and reporting linked by this record; links do not imply independent verification.

Welcome to July 20, 2026 (theinnermostloop.substack.com)

Knowledge graphopen in browser →

Reported in

Welcome to July 20, 2026

Actor

Soofi

Evidence for

Supersedes

The strongest open weights in the West are dethroned within a day

Referenced by

Welcome to July 20, 2026

Cite or correct this record

Citation formatCitation text

A sovereign consortium model ships alongside 1-bit models that run in a browser
Innermost Loop KB — secondary record
Reporting date: 2026-07-20
KB permalink: https://nicholsn.github.io/innermost-loop-kb/developments/2026-07-20-a-sovereign-model-and-one-bit-browser-models
Claim: Germany's Soofi consortium launched a sovereign 30-billion-parameter mixture-of-experts trained on 27 trillion tokens, while the WebML community shipped 1-bit models that run entirely in a browser.
Attributed sources:
- Welcome to July 20, 2026 — https://theinnermostloop.substack.com/p/welcome-to-july-20-2026
This citation does not imply independent verification of linked-source claims.

Suggest a correction — opens a GitHub draft for you to review and submit.