Liquid AI发布了Pipette，这是一个开源的基准测试套件，可以综合评估设备模型、量化、运行时和硬件，对于想要了解模型在边缘设备上表现的人来说是个好工具。
Liquid AI发布开源平台Pipette，用于在边缘设备上基准测试基础模型，与Artificial Analysis合作，独立验证方法。Pipette将设备上的行为作为评估标准，报告在服务器级、全精度条件下的模型卡片质量，这些数字很少能预测模型在手机上的表现。
Liquid AI Open-Sources Pipette: A Reproducible Benchmarking Suite That Measures On-Device Models, Quantization, Runtime and Hardware Together
Model cards report quality under server-class, full-precision conditions. Those numbers rarely predict how the same model behaves on a phone. This week, Liquid AI released Pipette. It is an open-source platform for benchmarking foundation models on edge devices, built in partnership with Artificial Analysis as an independent methodology validator. Pipette treats on-device behavior as a […] The post Liquid AI Open-Sources Pipette: A Reproducible Benchmarking Suite That Measures On-Device Models, Quantization, Runtime and Hardware Together appeared first on MarkTechPost .