Dstack is an open-source orchestration engine designed to run AI workloads across any cloud or data center. It simplifies the management of AI models and tasks by offering tools for scheduling batch jobs, deploying models as scalable endpoints, and managing cloud resources. The platform integrates seamlessly with multiple cloud providers, allowing users to leverage the best GPU options without high costs.
Features
- Cross-cloud AI workload orchestration
- Efficient GPU management
- Task scheduling and model deployment
- Open-source with self-hosting options
- API and CLI support
Use Cases
- Running AI models on any cloud infrastructure
- Deploying machine learning models at scale
- Managing GPU resources efficiently
- Orchestrating batch processing tasks
- Running interactive development environments in the cloud
Summary
Dstack simplifies AI workload management across multiple cloud providers, offering scalable, cost-effective solutions for running and deploying AI models.
