{"type": "article", "title": "Liquid AI Open-Sources Pipette: A Reproducible Benchmarking Suite That Measures On-Device Models, Quantization, Runtime and Hardware Together", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/liquid-ai-open-sources-pipette-a-reproducible-benchmarking-suite-that-measures", "original_source": "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/", "published": "2026-08-25T23:48:08+00:00", "accessed": "2026-08-26", "id": "liquid-ai-open-sources-pipette-a-reproducible-benchmarking-suite-that-measures"}