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    12 repositories

    • FedPII

      Public
      Official implementation of "Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models"
      Python
      •
      Other
      •0•0•0•0•Updated Feb 25, 2026Feb 25, 2026

    • FedLab

      Public
      A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
      machine-learningdeep-learningpytorch
      machine-learningdeep-learningpytorchfederated-learningfederated-learning-frameworkpytorch-federated-learningfedlab
      Jupyter Notebook
      •
      Apache License 2.0
      •142•824•8•0•Updated Oct 20, 2025Oct 20, 2025

    • Dive-into-Federated-Learning

      Public
      Tutorials and paper lists for federated learning
      Apache License 2.0
      •5•71•0•0•Updated Oct 18, 2025Oct 18, 2025

    • FedCVD

      Public
      The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data
      Python
      •2•8•0•0•Updated Oct 14, 2025Oct 14, 2025

    • FedNoisy

      Public
      Benchmark for federated noisy label learning
      Python
      •
      Apache License 2.0
      •6•25•0•0•Updated Aug 31, 2024Aug 31, 2024

    • FedAttack

      Public
      Dataset for "Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding".
      Apache License 2.0
      •0•2•1•0•Updated Mar 11, 2024Mar 11, 2024

    • FedLab-benchmarks

      Public
      Standard federated learning implementations in FedLab and FL benchmarks.
      deep-learningfederated-learningpytorch-implementation
      deep-learningfederated-learningpytorch-implementationfedlab
      Jupyter Notebook
      •
      Apache License 2.0
      •43•155•0•3•Updated Jan 29, 2024Jan 29, 2024

    • FedLegal

      Public
      The first real-world FL benchmark for legal NLP
      Python
      •
      Other
      •1•13•1•0•Updated Nov 29, 2023Nov 29, 2023

    • FedPETuning

      Public
      Python
      •
      Other
      •17•68•4•0•Updated Jun 2, 2023Jun 2, 2023

    • FedVocab

      Public
      Code for paper "Federated Model Decomposition with Private Vocabulary for Text Classification"
      Python
      •
      Apache License 2.0
      •1•2•0•0•Updated Dec 11, 2022Dec 11, 2022

    • FedLab-NLP

      Public
      FedLab-NLP: A Fast and highly Customizable Framework for Federated Learning in Natural Language Processing
      Python
      •
      Apache License 2.0
      •1•10•0•0•Updated Aug 19, 2022Aug 19, 2022

    • FedLab-Graph

      Public
      A Federated Learning Framework for Graph Learning that is built on FedLab and refers to FederatedScope's graph implementation.
      Python
      •
      Apache License 2.0
      •0•7•0•0•Updated Jul 29, 2022Jul 29, 2022
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