
dstack
dstack is an innovative open-source platform that streamlines container orchestration for AI workloads, both on-premises and in the cloud. With support for multiple accelerators, it allows users to effortlessly provision development environments, schedule tasks, and deploy scalable web apps, all while optimizing resource usage and reducing costs.
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Top dstack Features
- Open-source container orchestration
- Simplified AI workload management
- Supports diverse hardware accelerators
- One-command remote provisioning
- Interactive development environments
- Efficient task scheduling
- Configurable dependencies and resources
- Auto-scaling service deployment
- Reusable fleet management
- Affordable GPU access
- Streamlined workflow from development to deployment
- Local Docker-like ease
- Instant cloud resource provisioning
- Secure port forwarding
- Spot and on-demand instance options
- Declarative configuration support
- Python SDK integration
- Cost-effective pre-training options
- Vendor lock-in reduction
- Collaborative team access to models