# NVIDIA FLARE

> NVIDIA FLARE is a domain-agnostic, open-source, extensible SDK for federated learning and other federated-computing applications, from local development through production deployment.


2025 NVIDIA

## Pages in this subsection

- [NVFlare CLI](nvflare_cli.md): `nvflare` is the main command-line entry point for local development,
- [Deprecated](fl_simulator.md): Deprecated since version 2.8: Use `nvflare.recipe.SimEnv` from Python instead. See Recipe Command
- [Proof Of Concept (POC) Command](poc_command.md): The `nvflare poc` command manages a local proof-of-concept deployment on a
- [Config Command](config_command.md): Use `nvflare config` to manage local CLI settings, including startup kit
- [Provision command](provision_command.md): Running `nvflare provision -h` shows all available options.
- [Distributed Provisioning](distributed_provisioning.md): Distributed provisioning lets each participant create and keep its own private
- [Deploy Command](deploy_command.md): `nvflare deploy` prepares already-created server or client startup kits for a
- [NVIDIA FLARE Job CLI](job_cli.md): The `nvflare job` command family is used to submit, inspect, monitor, and
- [NVIDIA FLARE Study CLI](study_command.md): The `nvflare study` command family manages multi-study lifecycle operations on a running
- [System Command](system_command.md): The `nvflare system` command group manages a running FL system through the
- [Cert Command](cert_command.md): The `nvflare cert` command family manages certificate material for
- [Package Command](package_command.md): `nvflare package` assembles a startup kit from a signed zip returned by the
- [Recipe Command](recipe_command.md): `nvflare recipe` lists built-in Job Recipe API recipes and shows structured
- [Examples Command](examples_command.md): The `nvflare examples` command downloads example source from the public
- [NVIDIA FLARE Preflight Check](preflight_check.md): The NVIDIA FLARE preflight check is to help perform preliminary checks before users start an
- [Dashboard Command](dashboard_command.md): The Dashboard command allows users to start the Dashboard in NVIDIA FLARE to provide a simple way to...

## Optional

- [Top-level llms.txt](../../llms.txt): Complete documentation index.