SkyPilot

SkyPilot

SkyPilot is an open-source framework designed to run AI and batch workloads seamlessly across various infrastructures, including Kubernetes and over 16 cloud providers. It offers a unified interface that simplifies the execution of tasks, maximizes GPU availability, and reduces cloud costs.

Key Features:

• Unified Execution: Run jobs on any available cloud without vendor lock-in.
• Cost Efficiency: Intelligent scheduling to utilize the cheapest and most available infrastructure.
• Flexible Resource Management: Supports GPUs, TPUs, and CPUs with auto-retry and spot instance support for significant cost savings.
• Easy Installation: Install via pip with support for multiple cloud providers.
• Job Management: Queue, run, and auto-recover jobs easily.

Benefits:

• Maximized GPU Availability: Ensures high availability of GPU resources for AI workloads.
• Simplified Workflow: Write tasks in YAML or Python API and launch them effortlessly.
• Community Support: Active contributions from a community of developers and researchers.

Highlights:

• Supports a wide range of infrastructures including AWS, GCP, Azure, and more.
• Provides runnable examples and a quickstart guide for new users.
• Engages with the community through discussions and contributions.