Alternatives and similar repositories for Awesome-Federated-LLM-Related-Works:

Users that are interested in Awesome-Federated-LLM-Related-Works are comparing it to the libraries listed below

• 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…
  ☆83Updated last month
• guobbin / PFL-MoE
  Federated Learning - PyTorch
  ☆15Updated 3 years ago
• houcharlie / PrE-Text
  Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs
  ☆22Updated 9 months 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…
  ☆40Updated 3 weeks ago
• FengHZ / BAFFLE
  The official implement of paper "Does Federated Learning Really Need Backpropagation?"
  ☆23Updated 2 years ago
• llm-eff / FedPepTAO
  ☆32Updated last year
• leondada / FedRA
  ☆15Updated last year
• edvinli / federated-learning-mixture
  Federated learning using a mixture of experts
  ☆16Updated 4 years ago
• SMILELab-FL / FedPETuning
  ☆62Updated last year
• TsingZ0 / FedTGP
  AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…
  ☆48Updated 3 months ago
• yuetan031 / FedPCL
  [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
  ☆42Updated last year
• UbiquitousLearning / FedAdapter
  "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
  ☆33Updated last year
• Sprinter1999 / FedELC
  Official codes for ACM CIKM '24 full paper: Tackling Noisy Clients in Federated Learning with End-to-end Label Correction
  ☆15Updated last month
• Xtra-Computing / FedSim
  A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)
  ☆26Updated 2 years ago
• pzp-dzd / FedPFT
  This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".
  ☆21Updated 11 months ago
• FLAIR-THU / VFLAIR
  THU-AIR Vertical Federated Learning general, extensible and light-weight framework
  ☆92Updated 8 months ago
• TsingZ0 / FedKTL
  CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…
  ☆52Updated 2 weeks ago
• melodi-lab / divfl
  Diverse Client Selection for Federated Learning via Submodular Maximization
  ☆29Updated 2 years ago
• LINs-lab / FedBR
  [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction
  ☆25Updated last year
• LINs-lab / FedTHE
  [ICLR 2023] Test-time Robust Personalization for Federated Learning
  ☆53Updated last year
• ATP-1010 / FederatedLLM
  ☆68Updated 2 months ago
• wgc-research / fgssl
  ☆10Updated last year
• yeachan-kr / c2a
  Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)
  ☆16Updated last year
• Lydia-yang / FedDPA
  ☆11Updated 3 months ago
• baowenxuan / FedCollab
  [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.
  ☆18Updated last year
• MediaBrain-SJTU / pFedGraph
  ☆30Updated last year
• TsingZ0 / GPFL
  ICCV 2023 accepted paper, GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning
  ☆19Updated 4 months ago
• wizard1203 / VHL
  ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning
  ☆41Updated 2 years ago
• Clin0212 / Awesome-Federated-LLM-Learning
  Latest Advances on Federated LLM Learning
  ☆31Updated last week
• AI-secure / FLBenchmark-toolkit
  Federated Learning Framework Benchmark (UniFed)
  ☆49Updated last year