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Cloud fleets

Efficient distributed training with AWS EFA

Amazon Elastic Fabric Adapter (EFA) is a high-performance network interface designed for AWS EC2 instances, enabling ultra-low latency and high-throughput communication between nodes. This makes it an ideal solution for scaling distributed training workloads across multiple GPUs and instances.

With the latest release of dstack, you can now leverage AWS EFA to supercharge your distributed training tasks.

Beyond Kubernetes: 2024 recap and what's ahead for AI infra

At dstack, we aim to simplify AI model development, training, and deployment of AI models by offering an alternative to the complex Kubernetes ecosystem. Our goal is to enable seamless AI infrastructure management across any cloud or hardware vendor.

As 2024 comes to a close, we reflect on the milestones we've achieved and look ahead to the next steps.