# Liquid AI Open-Sources Pipette: A Reproducible Benchmarking Suite That Measures On-Device Models, Quantization, Runtime and Hardware Together

> Quelle: MarkTechPost — https://www.marktechpost.com/2026/08/25/liquid-ai-open-sources-pipette-a-reproducible-benchmarking-suite-that-measures-on-device-models-quantization-runtime-and-hardware-together/

## Maßnahmen

- [ ] Betroffenheit im eigenen Stack prüfen: Versionen/Komponenten abgleichen.
- [ ] Originalquelle / Hersteller-Advisory lesen: https://www.marktechpost.com/2026/08/25/liquid-ai-open-sources-pipette-a-reproducible-benchmarking-suite-that-measures-on-device-models-quantization-runtime-and-hardware-together/
- [ ] Verfügbaren Patch oder Workaround einspielen und dokumentieren.