rui-ye / OpenFedLLM

Related projects: ⓘ

• rui-ye / FedLLM-Bench
  ☆56Updated last month
• MediaBrain-SJTU / FedDisco
  ☆60Updated 9 months ago
• TsingZ0 / HtFLlib
  Configure one file for model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆93Updated this week
• 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…
  ☆54Updated 2 months ago
• QinbinLi / MOON
  Model-Contrastive Federated Learning (CVPR 2021)
  ☆250Updated 2 years ago
• MediaBrain-SJTU / pFedGraph
  ☆24Updated last year
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆110Updated 3 months ago
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆472Updated this week
• FederatedAI / FATE-LLM
  Federated Learning for LLMs.
  ☆144Updated last month
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆338Updated 11 months ago
• rruisong / pytorch_federated_learning
  PyTorch Federated Learning (easy to use and extend)
  ☆202Updated 8 months ago
• lxcnju / FedRepo
  ☆173Updated last year
• SMILELab-FL / FedPETuning
  ☆55Updated last year
• lishenghui / awesome-fm-fl
  ✨✨A curated list of latest advances on Foundation Models with Federated Learning
  ☆33Updated last week
• wanglikuan / fedmd_pytorch
  ☆8Updated 3 years ago
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆553Updated 6 months ago
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆293Updated last year
• abbottyanginchina / Awesome-Federated-Unlearning
  Awesome Federated Unlearning (FU) Papers (Continually Update)
  ☆72Updated 4 months ago
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆234Updated last year
• FLAIR-THU / CreamFL
  [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble
  ☆83Updated last year
• Chung-ju / Federated-learning-papers
  Papers related to federated learning in top conferences (2020-2024).
  ☆65Updated 2 months ago
• TL-System / plato
  A federated learning framework to support scalable and reproducible research
  ☆336Updated 2 weeks ago
• NUAA-SmartSensing / async-FL
  联邦学习模块化框架，支持各类FL。A universal federated learning framework, free to switch thread and process modes
  ☆140Updated 3 weeks ago
• AIoT-MLSys-Lab / FedRolex
  [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…
  ☆57Updated 3 weeks ago
• MLOPTPSU / FedTorch
  FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
  ☆183Updated 4 months ago
• SMILELab-FL / FedLab-benchmarks
  Standard federated learning implementations in FedLab and FL benchmarks.
  ☆152Updated 7 months ago
• UbiquitousLearning / FedAdapter
  "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
  ☆30Updated last year
• yuetan031 / FedProto
  [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients
  ☆126Updated 2 years ago
• JayZhang42 / FederatedGPT-Shepherd
  Shepherd: A foundational framework enabling federated instruction tuning for large language models
  ☆198Updated last year
• youngfish42 / FL-paper-update-tracker
  Track Federated Learning Papers
  ☆16Updated this week