Google Cloud Takes Aim at CoreWeave and AWS with Managed Slurm for Enterprise-Scale AI Training

Why It Matters

By packaging infrastructure and orchestration, Google aims to compete with CoreWeave, Lambda Labs, AWS and Azure for high-end model training demand, lowering operational barriers for firms that need fully custom or region-specific large models but face high cost and complexity.

Summary

Google Cloud launched Vertex AI Training, a managed Slurm service that gives enterprises access to large-scale GPU fleets, data science tooling and support for bringing or building models from scratch, targeting long-running training jobs that span hundreds to thousands of chips. The offering emphasizes automated job scheduling, checkpointing and recovery, and leverages Google’s Gemini training expertise; early customers include AI Singapore and Salesforce’s AI research team. By packaging infrastructure and orchestration, Google aims to compete with CoreWeave, Lambda Labs, AWS and Azure for high-end model training demand, lowering operational barriers for firms that need fully custom or region-specific large models but face high cost and complexity.