Alternatives and similar repositories for OpenFedLLM

Users that are interested in OpenFedLLM are comparing it to the libraries listed below

• rui-ye / FedLLM-Bench
  ☆111Updated 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…
  ☆101Updated 4 months ago
• lishenghui / awesome-fm-fl
  ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning
  ☆137Updated last week
• ziyaow1010 / FederatedLLM
  ☆98Updated 10 months ago
• TsingZ0 / HtFLlib
  You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
  ☆208Updated 2 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…
  ☆57Updated 8 months ago
• Clin0212 / Awesome-Federated-LLM-Learning
  Latest Advances on Federated LLM Learning
  ☆76Updated 4 months ago
• FederatedAI / FATE-LLM
  Federated Learning for LLMs.
  ☆236Updated 2 weeks ago
• MediaBrain-SJTU / FedDisco
  ☆72Updated last year
• marswhu / HFL_Survey
  Heterogeneous Federated Learning: State-of-the-art and Research Challenges
  ☆165Updated 10 months ago
• Pengxin-Guo / FedSA-LoRA
  Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]
  ☆51Updated 7 months ago
• YingqiLiu1999 / DFedPGP
  ☆14Updated 10 months ago
• microsoft / PersonalizedFL
  Personalized federated learning codebase for research
  ☆404Updated 2 years ago
• TL-System / plato
  Plato: A Research Framework for Federated Learning
  ☆385Updated this week
• SMILELab-FL / FedLab
  A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
  ☆807Updated last month
• KarhouTam / FL-bench
  Benchmark of federated learning. Dedicated to the community. 🤗
  ☆648Updated last month
• SMILELab-FL / FedPETuning
  ☆65Updated 2 years ago
• Xtra-Computing / NIID-Bench
  Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
  ☆611Updated last year
• 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
• Chung-ju / Federated-learning-papers
  Papers related to federated learning in top conferences (2020-2024).
  ☆70Updated last year
• weimingwill / EasyFL
  An easy-to-use federated learning platform
  ☆299Updated 2 years ago
• zhuangdizhu / FedGen
  Code and data accompanying the FedGen paper
  ☆254Updated last year
• CERT-Lab / fedex-lora
  (ACL 2025 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models
  ☆28Updated last month
• Chenxing-Xuan / A-series-of-popular-science-in-federated-learning
  ☆77Updated last year
• JayZhang42 / FederatedGPT-Shepherd
  Shepherd: A foundational framework enabling federated instruction tuning for large language models
  ☆247Updated 2 years ago
• lxcnju / FedRepo
  ☆182Updated 2 years ago
• NUAA-SmartSensing / FedModule
  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
  ☆176Updated 5 months ago
• AIoT-MLSys-Lab / FedRolex
  [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…
  ☆64Updated last year
• Echo-Wxl / Federated-Learning
  Overview of Federal Learning
  ☆293Updated 2 years ago