Lepton

Lepton is an AI infrastructure platform that connects developers to a global network of GPU compute for training, fine-tuning, and deploying machine learning models. It abstracts away the complexity of sourcing, managing, and scaling GPU resources so teams can focus on building models rather than maintaining infrastructure. Through a unified interface, Lepton provides on-demand access to high-performance GPUs distributed across multiple regions and providers.

The platform offers a programmatic API and SDKs that allow developers to request GPU instances, manage jobs, and monitor performance directly from their existing workflows. Lepton supports a range of workloads, including large language model training, inference serving, reinforcement learning, and other GPU-intensive tasks. Built-in scheduling, auto-scaling, and resource allocation features help optimize utilization and reduce idle time. In addition, Lepton provides observability tools such as logs, metrics, and usage analytics to help teams understand cost, performance, and reliability across their compute footprint.