Alternatives and similar repositories for FedLLM-Bench

Users that are interested in FedLLM-Bench 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…
  ☆102Updated 6 months ago
• ziyaow1010 / FederatedLLM
  ☆106Updated last year
• Clin0212 / Awesome-Federated-LLM-Learning
  Latest Advances on Federated LLM Learning
  ☆93Updated 6 months ago
• rui-ye / OpenFedLLM
  ☆459Updated last year
• SMILELab-FL / FedPETuning
  ☆65Updated 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…
  ☆60Updated 10 months ago
• MediaBrain-SJTU / pFedGraph
  ☆36Updated last month
• Pengxin-Guo / FedSA-LoRA
  Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]
  ☆55Updated 9 months ago
• lishenghui / awesome-fm-fl
  ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning
  ☆145Updated last week
• yuhangchen0 / Federated-Learning-in-CVPR2024
  Federated Learning in CVPR2024
  ☆19Updated last year
• UbiquitousLearning / FedAdapter
  "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
  ☆34Updated 2 years ago
• llm-eff / FedPepTAO
  ☆31Updated last year
• Lydia-yang / FedDPA
  ☆19Updated last year
• MediaBrain-SJTU / FedDisco
  ☆72Updated last month
• UbiquitousLearning / FwdLLM
  ☆35Updated last year
• YingqiLiu1999 / DFedPGP
  ☆14Updated last year
• Chung-ju / Federated-learning-papers
  Papers related to federated learning in top conferences (2020-2024).
  ☆69Updated last year
• PEILab-Federated-Learning / PromptFL
  PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model
  ☆43Updated 2 years 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…
  ☆65Updated 10 months ago
• JianXu95 / FedPAC
  Simplified Implementation of FedPAC
  ☆60Updated 2 years ago
• chenxingqiang / PFLoRA-lib
  PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…
  ☆14Updated last year
• abbottyanginchina / Awesome-Federated-Unlearning
  Awesome Federated Unlearning (FU) Papers (Continually Update)
  ☆108Updated last year
• ZFancy / SFAT
  [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"
  ☆31Updated 3 weeks ago
• guobbin / PFL-MoE
  Federated Learning - PyTorch
  ☆15Updated 4 years ago
• pzp-dzd / FedPFT
  This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".
  ☆26Updated last year
• TsingZ0 / HtFLlib
  You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆222Updated last month
• haopr / MMFL
  This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).
  ☆74Updated last year
• yeachan-kr / c2a
  Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)
  ☆17Updated 2 years ago
• FLAIR-THU / CreamFL
  [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble
  ☆127Updated last year
• CERT-Lab / fedex-lora
  (ACL 2025 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models
  ☆30Updated 3 months ago