An encoder-free multimodal model runs on a laptop under Apache 2.0

Claim

Google's Gemma 4 12B pipes vision and audio straight into the LLM backbone, runs on a laptop and nearly matches its 26B Mixture-of-Experts sibling at under half the memory, all under Apache 2.0, as the family passed 150 million downloads.

Reported metric: 150M downloads

Reporting date: 2026-06-04 (not necessarily the event date)

Sources

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

• Welcome to June 4, 2026 (theinnermostloop.substack.com)