rui-ye / FedLLM-Bench
☆89Updated 7 months ago
Alternatives and similar repositories for FedLLM-Bench:
Users that are interested in FedLLM-Bench are comparing it to the libraries listed below
- ☆30Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆82Updated last month
- Latest Advances on Federated LLM Learning☆31Updated this week
- ☆62Updated last year
- ☆68Updated 2 months ago
- 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
- ☆69Updated last year
- ☆380Updated 3 months ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆95Updated last week
- Federated Learning in CVPR2024☆16Updated 9 months ago
- ☆32Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆33Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆68Updated 5 months ago
- ☆13Updated 2 months ago
- ☆7Updated 4 years ago
- [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"☆32Updated last year
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆25Updated 2 months ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆52Updated last week
- ☆11Updated 3 months ago
- Simplified Implementation of FedPAC☆52Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆48Updated 2 months ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆33Updated last year
- ☆15Updated last year
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆93Updated 8 months ago
- ☆26Updated last year
- [CVPR 2024] Official Repository for "FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning"☆21Updated 4 months ago
- ☆27Updated 9 months ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆88Updated 11 months ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆50Updated last year
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆25Updated 2 years ago