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Gemma 4: 96 Tokens/Second on Dual RTX Cards, Fixing My Kubernetes Bugs by Lunch

96 tokens per second. That's Gemma 4 chewing through Kubernetes bug reports on my dual RTX setup. Google's open model just turned 'wait and hope' into 'deploy and debug now.'

Gemma 4 inference metrics dashboard showing 96 tok/s on dual RTX GPUs

⚡ Key Takeaways

  • Gemma 4 hits 96 tok/s on dual RTX consumer hardware, demolishing official benchmarks.
  • From release to production inference: 2 hours, including custom llama.cpp build.
  • Real-world bug fixes in Kubernetes code—production-ready Go and YAML in seconds.
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Originally reported by dev.to

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