SkyPilot: One system to use and manage all AI compute (K8s, 20 clouds, Slurm)

Summary

Run AI on Any Infrastructure SkyPilot is a system to run, manage, and scale AI workloads on any AI infrastructure. SkyPilot gives AI teams a simple interface to run jobs on any infra. Infra teams get a unified control plane to manage any AI compute — with advanced scheduling, scaling, and orchestration. 🔥 News 🔥 [Dec 2025] SkyPilot v0.11 released: Multi-Cloud Pools, Fast Managed Jobs, Enterprise-Readiness at Large Scale, Programmability. Release notes released: Multi-Cloud Pools, Fast Managed Jobs, Enterprise-Readiness at Large Scale, Programmability. [Dec 2025] SkyPilot Pools released: Run batch inference and other jobs on a managed pool of warm workers (across clouds or clusters). blog , docs released: Run batch inference and other jobs on a managed pool of warm workers (across clouds or clusters). , [Nov 2025] Serve Kimi K2 Thinking with reasoning capabilities on your Kubernetes or clouds: example with reasoning capabilities on your Kubernetes or clouds: [Oct 2025] Run RL training for LLMs with SkyRL on your Kubernetes or clouds: example with SkyRL on your Kubernetes or clouds: [Oct 2025] Train and serve Andrej Karpathy's nanochat - the best ChatGPT that $100 can buy: example - the best ChatGPT that $100 can buy: [Oct 2025] Run large-scale LLM training with TorchTitan on any AI infra: example on any AI infra: [Sep 2025] Scaling AI infrastructure at Abridge - 10x faster development with SkyPilot: blog with SkyPilot: [Sep 2025] Network and Storage Benchmarks for LLM training on the cloud: blog [Aug 2025] Serve and finetune OpenAI GPT-OSS models (gpt-oss-120b, gpt-oss-20b) with one command on any infra: serve + LoRA and full finetuning (gpt-oss-120b, gpt-oss-20b) with one command on any infra: + [Jul 2025] Run distributed RL training for LLMs with Verl (PPO, GRPO) on any cloud: example Overview SkyPilot is easy to use for AI teams: Quickly spin up compute on your own infra Environment and job as code — simple and portable Easy job management: queue, run, and auto-re...