Run 3–10 Parallel Gemma 4 Instances Locally: Hardware & Setup Guide
Learn what it takes to run 3, 5, or 10 parallel Gemma 4 instances locally, plus Google’s open-source demo and MacBook Pro M4 Max performance notes.
What do you need to run 3, 5, or even 10 parallel instances of Gemma 4 locally?
Google has open-sourced a demo in that makes it possible to run multiple models side-by-side on your hardware.
Gemma 4 26B A4B can easily handle 10+ parallel requests on a MacBook Pro M4 Max at a speed of 18 tokens per second for each request.
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