SkyPilot for Multi-Cloud Orchestration | CoreWeave Blog

What this post added

This post introduces official support for SkyPilot, an open-source framework for multi-cloud AI orchestration, on CoreWeave's GPU infrastructure. Key technical contributions include: one-line InfiniBand enablement via a `<network_tier: best>` directive in SkyPilot resources, native integration with CoreWeave AI Object Storage using a `cw://` scheme for high-throughput data access (up to 7 GB/s per GPU), and autoscaling support for CoreWeave clusters. The post also details how SkyPilot abstracts cluster management, auto-selects resources, and handles job submission, with specific examples for training, development, and serving workloads, and highlights the benefits of combining SkyPilot's orchestration with CoreWeave's bare-metal Kubernetes architecture for price/performance optimization and reduced time-to-market.