CoreWeave

Running demanding AI workloads requires more than generic cloud infrastructure. You need specialized compute power, massive scale, and unwavering reliability designed specifically for the unique challenges of artificial intelligence. CoreWeave provides a GPU cloud platform meticulously engineered for these complexities. We simplify the engineering, operation, and monitoring of state-of-the-art infrastructure, enabling you to train models faster, deploy applications efficiently, and accelerate your AI innovations with confidence.

Key Features

• 🚀 Access Latest NVIDIA GPUs: Utilize an extensive fleet including the latest NVIDIA architectures like H100, H200, GB200, L40S, and L40 GPUs. This ensures you have the raw compute power needed for cutting-edge model training and inference, often available sooner than on traditional clouds.

• ⚙️ Achieve Optimized Performance & Scale: Leverage infrastructure purpose-built for AI, delivering up to 88% of theoretical peak throughput and achieving up to 1.2x higher Model FLOPS Utilization (MFU). Scale seamlessly across our 250,000+ GPU fleet spread across more than 30 state-of-the-art data centers.

• 🛠️ Deploy with a Kubernetes-Native Environment: Operate within CoreWeave Kubernetes Service (CKS), a fully managed environment designed for AI. This simplifies deploying, scaling, and managing containerized workloads, complete with optional, pre-integrated Slurm support for large-scale training jobs.

• 🛡️ Benefit from Automated Cluster Health Management: Experience enhanced reliability with our system that performs extensive automated validations, proactive health checks on idle nodes, and rapid, automated failure management. This minimizes disruptions and maximizes your cluster's productive uptime.

• 🌐 Utilize Purpose-Built Networking & Storage: Take advantage of high-performance networking optimized for distributed AI tasks and flexible storage solutions (AI Object Storage, Distributed File Storage) tailored for AI data patterns. Benefit from straightforward pricing with no charges for data egress or IOPS.

• 🤝 Engage in Deep Technical Partnership: Work alongside our expert MLOps and engineering teams, available 24/7. Consider us an extension of your team, ready to assist with architectural design, ongoing optimization, and troubleshooting, allowing you to focus on your core AI development.

• 🔒 Operate with Enterprise-Grade Security: Trust in a platform that prioritizes security, holding SOC2 and ISO 27001 certifications. We implement industry best practices across the board, from Identity Access Management (IAM) to rigorous physical security at our data centers.

Use Cases

1. Accelerating Foundation Model Training: An AI research institute needs to train a complex, multi-trillion parameter language model. Using CoreWeave's large-scale HGX H200 clusters and optimized networking fabric within a managed Kubernetes environment (with Slurm integration), they significantly reduce model training cycles compared to their previous infrastructure, enabling faster iteration and research breakthroughs.

2. Scaling Real-Time Generative AI Services: A rapidly growing generative AI application provider faces unpredictable user demand. By migrating their inference workloads to CoreWeave's L40S GPUs, they leverage the platform's fast auto-scaling capabilities and Kubernetes-native architecture. As cited by NovelAI, this results in serving user requests 3x faster during peak loads while achieving substantial cost savings on cloud spend.

3. Powering High-Fidelity Interactive Experiences: A creative agency builds immersive, high-resolution virtual experiences using Unreal Engine for a major brand campaign. Deploying on CoreWeave, they utilize the Kubernetes API and high-performance GPU compute to instantly provision secure, dedicated, 60 FPS experiences for thousands of concurrent users, a feat they found unattainable on other cloud platforms (inspired by the Odyssey testimonial).

Conclusion

CoreWeave isn't just another cloud provider; it's a specialized platform fundamentally redesigned for the demands of AI. We provide direct access to the most advanced NVIDIA GPUs at scale, deliver quantifiable performance and reliability improvements through purpose-built infrastructure and automated management, and back it all with deep, collaborative technical support. If your goal is to push the boundaries of AI without getting bogged down by infrastructure complexities, CoreWeave offers the focused environment, powerful compute, and expert partnership to help you succeed faster.