Hello World Examples

Hello World examples can be run from the hello_world notebook.

• Hello NumPy
  • NVIDIA FLARE Installation
  • Code Structure
  • Data
  • Model
  • Client Code
  • Server Code
  • Job Recipe Code
    • Model Input Options
  • Run FL Job
  • Command to execute the FL job
  • Previous Versions of this Example
• Hello Cross-Site Validation
  • Before You Start
  • Prerequisite
  • Introduction
  • Training
  • Implementing the Validator
  • Cross site validation!
    • Understanding the Output
  • Previous Versions of Hello Cross-Site Validation
• Hello PyTorch with Job API
  • Before You Start
  • Introduction
  • Running the Example
  • NVIDIA FLARE Job API
  • NVIDIA FLARE Client Training Script
    • Neural Network
    • Dataset & Setup
    • Local Train
  • NVIDIA FLARE Server & Application
    • Client Configuration
  • Previous Versions of Hello PyTorch
• Hello TensorFlow with Job API
  • Running the Example
  • Job Recipe
  • Model
  • Client Training
  • Generated Application Configuration
  • Notes on Running with GPUs
  • Previous Versions of Hello TensorFlow

Additional hello-world examples on GitHub:

• Deep Learning to Federated Learning (GitHub)

• Hello Cyclic Weight Transfer (GitHub)

• Hello Client-Controlled Workflow

• Hello HuggingFace - Qwen SFT/PEFT with the HuggingFace Client API