Lepton

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Lepton

Lep: The Command-Line Interface for Lepton AI

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About Lepton

Lepton is an AI command line interface designed to streamline the development and deployment of machine learning models. Users can create, develop, and deploy their photon models both locally and on the cloud using simple commands. Additionally, the Lepton CLI enables efficient management of cloud resources such as workspaces, deployments, secrets, and storage. It supports a python-native approach, alleviating the need to learn containerization or Kubernetes, thereby enhancing productivity and ease of use for developers. With its robust and user-friendly interface, Lepton empowers developers to efficiently manage their AI workflows and resources, ensuring rapid model development and deployment.

Key Features

  • Manage AI model deployments
  • Handle cloud resources like storage and secrets
  • Local debugging and testing
  • Python-native model building
  • Comprehensive CLI commands
  • Easy installation via pip
  • Workspace management
  • Flexible API for model consumption
  • Support for heterogeneous hardware
  • Horizontal scaling for large workloads

Tags

CLILepton AIAI modelsPhotonCloud resources managementpip installDebuggingTestingModel deployment

FAQs

What is Lep in the context of Lepton AI?
Lep is the command-line interface (CLI) for Lepton AI, used to create, develop, and deploy AI models known as photons.
How do I install Lep?
You can install Lep by running the command: pip install -U leptonai.
What types of resources can Lep manage on the Lepton AI cloud?
Lep can manage workspaces, deployments, secrets, and storage on the Lepton AI cloud.
Can I use Lep to debug and test models locally?
Yes, Lep allows for debugging and testing models locally before deploying them to the cloud.
What are photons in Lepton AI?
Photons are AI models that can be managed, developed, and deployed using Lep.
What commands does Lep provide?
Lep provides a variety of commands including deployment, file, job, kv, login, logout, objectstore, photon, pod, queue, run, secret, storage, and workspace.
How do I view the version of Lep installed?
You can view the version of Lep installed by using the command: lep -v or lep --version.
Is there a command to get help information for Lep?
Yes, you can use lep --help to get help information.
Can I deploy AI models to the Lepton AI cloud using Lep?
Yes, you can deploy AI models to the Lepton AI cloud using the various deployment commands provided by Lep.
Does Lep support the management of secrets on the Lepton AI cloud?
Yes, Lep includes commands to manage secrets on the Lepton AI cloud.