hanruiqian / Awesome-Federated-LLM-Related-Works

Related projects ⓘ

Alternatives and complementary repositories for Awesome-Federated-LLM-Related-Works

• guobbin / PFL-MoE
  Federated Learning - PyTorch
  ☆15Updated 3 years ago
• llm-eff / FedPepTAO
  ☆31Updated 8 months ago
• FengHZ / BAFFLE
  The official implement of paper "Does Federated Learning Really Need Backpropagation?"
  ☆23Updated last year
• litian96 / AdaDPS
  Private Adaptive Optimization with Side Information (ICML '22)
  ☆16Updated 2 years ago
• facebookresearch / FL_partial_personalization
  Federated Learning with Partial Model Personalization
  ☆42Updated 2 years ago
• pzp-dzd / FedPFT
  This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".
  ☆17Updated 6 months ago
• UbiquitousLearning / FedAdapter
  "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
  ☆32Updated last year
• leondada / FedRA
  ☆11Updated last year
• longtanle / awesome-federated-LLM-learning
  This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…
  ☆69Updated 3 weeks ago
• AI-secure / FLBenchmark-toolkit
  Federated Learning Framework Benchmark (UniFed)
  ☆47Updated last year
• zibinpan / FedMDFG
  ☆15Updated 8 months ago
• SMILELab-FL / FedPETuning
  ☆58Updated last year
• VITA-Group / MaT-FL
  [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …
  ☆12Updated last year
• LuckMonkeys / arxiv-daily
  🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)
  ☆27Updated this week
• baowenxuan / FedCollab
  [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.
  ☆16Updated last year
• FedEgo / FedEgo
  ☆15Updated 3 months ago
• Princeton-SysML / FILM
  Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)
  ☆57Updated last year
• wizard1203 / VHL
  ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning
  ☆40Updated 2 years ago
• huerdong / FedVert-Experiments
  ☆12Updated last year
• MediaBrain-SJTU / pFedGraph
  ☆26Updated last year
• zewei-long / fedcon-pytorch
  A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.
  ☆19Updated 2 years ago
• ucr-optml / FedNest
  Federated Bilevel Optimization
  ☆15Updated 2 years ago
• HarliWu / FedBiOT
  An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…
  ☆21Updated last month
• edvinli / federated-learning-mixture
  Federated learning using a mixture of experts
  ☆15Updated 3 years ago
• melodi-lab / divfl
  Diverse Client Selection for Federated Learning via Submodular Maximization
  ☆29Updated 2 years ago
• LINs-lab / FedTHE
  [ICLR 2023] Test-time Robust Personalization for Federated Learning
  ☆53Updated last year
• ZFancy / SFAT
  [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"
  ☆28Updated last year
• Zoesgithub / FedReg
  ☆26Updated 10 months ago