FederatedAI / FATE-LLMLinks
Federated Learning for LLMs.
☆250Updated this week
Alternatives and similar repositories for FATE-LLM
Users that are interested in FATE-LLM are comparing it to the libraries listed below
Sorting:
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆246Updated 2 years ago
- ☆110Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆103Updated 6 months ago
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆61Updated 11 months ago
- ☆462Updated last year
- ☆65Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆102Updated last year
- An easy-to-use federated learning platform☆301Updated 2 years ago
- Personalized federated learning codebase for research☆411Updated 2 years ago
- Latest Advances on Federated LLM Learning☆97Updated 7 months ago
- Plato: A Research Framework for Federated Learning☆393Updated this week
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated 2 years ago
- ☆30Updated last year
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆151Updated 2 weeks ago
- ☆32Updated 2 months ago
- A curated repository for various papers in the domain of split learning.☆55Updated last year
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆24Updated last year
- ☆180Updated last year
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习（clustered federated learning, CFL）的新方法，该方法的特点是基于社区检测（community detection）来进…☆68Updated 2 years ago
- ☆117Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆69Updated last year
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆224Updated 2 months ago
- Overview of Federal Learning☆296Updated 2 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆155Updated 11 months ago
- Implementation of dp-based federated learning framework using PyTorch☆315Updated last month
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆168Updated last year
- ☆35Updated last year
- PyTorch Federated Learning (easy to use and extend)☆296Updated 2 years ago
- Codes for FedKD☆62Updated 3 years ago
- The implement of FedCyBGD☆11Updated last year