Lightning AI

The platform builds models & builds/publish Lightning Apps (ML workflow templates) and connects favorite ML lifecycle tools. Lightning Apps are open-source and republished back into the community for reuse. The Lightning Apps are community-built templates that stitch together ML lifecycle tools into cohesive ML workflows that can run on your laptop or any cluster. Use the components of choice — Lightning AI integrates them. Lightning Apps make distributed computation simple, from running jobs on the cloud to hyperparameter optimization. Lightning Apps run on the hardware of choice, whether that’s a local machine or GPUs distributed across the cloud.


The Lightning Apps allow your favorite components to work together on any machine at any scale—cloud and hardware agnostic, fault-tolerant, production-ready, locally debuggable, making AI workflows modular and flexible by splitting them up into interchangeable components.