DPS-FD

This repository contains an implementation with PyTorch for the paper "Domain-Aware Proxy Selection with LLM for Out-of-Distribution Federated Distillation". The figure below showes an overview of the proposed federated distillation framework of DPS-FD.

For more details about the technical details of DPS-FD, please refer to our paper.

Installation

Run command below to install the environment (using python3):

pip install -r requirements.txt

Usage

1. Download dataset data
2. Modify the paths in dpsfd.sh to match your local environment.
3. Run the script:

bash adafd.sh