All news with #ai hypercomputer tag

Disaggregated AI Inference with NVIDIA Dynamo on GKE

⚡ This post announces a reproducible recipe to deploy NVIDIA Dynamo for disaggregated LLM inference on Google Cloud’s AI Hypercomputer using Google Kubernetes Engine, vLLM, and A3 Ultra (H200) GPUs. The recipe separates prefill and decode phases across dedicated GPU pools to reduce contention and lower latency. It includes single-node and multi-node examples and step-by-step deployment actions. The repository provides configuration guidance and future plans for broader GPU and engine support.

Baseten: improved cost-performance for AI inference

🚀 Baseten reports major cost-performance gains for AI inference by combining Google Cloud A4 VMs powered by NVIDIA Blackwell GPUs with Google Cloud’s Dynamic Workload Scheduler. The company cites 225% better cost-performance for high-throughput inference and 25% improvement for latency-sensitive workloads. Baseten pairs cutting-edge hardware with an open, optimized software stack — including TensorRT-LLM, NVIDIA Dynamo, and vLLM — and multi-cloud resilience to deliver scalable, production-ready inference.