Lambda 更新模型卡片展示 AIPerf 基准测试
Lambda 给模型卡片加了真实硬件性能测试,让你部署前就知道模型在不同用户量下的表现。
Lambda 宣布更新模型卡片,现在展示基于 NVIDIA AIPerf 基准测试包在 Lambda 最小硬件上的性能数据。用户可以了解模型在特定用户阈值下的行为表现,以及交互体验如何。这些数据帮助用户确定何时需要扩展更多副本。
Today we are excited to announce a fresh update on the Lambda Model Cards!
Understanding how serving models requires more than knowing the raw tokens/s, and serving real users means caring about more than just concurrency at 1.
As of today, our model cards now showcase benchmarks off of @NVIDIAAI's AIPerf benchmarking package on minimal Lambda hardware. With this, you can now properly get an understanding of how your model deployments will behave at certain user thresholds, what its interactivity will look like, and know when you need to scale up to more replicas.
https://t.co/0uHeSOtL4o