UbiquitousLearning / FedAdapterLinks
"Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
☆34Updated 2 years ago
Alternatives and similar repositories for FedAdapter
Users that are interested in FedAdapter are comparing it to the libraries listed below
Sorting:
- ☆65Updated 2 years ago
- ☆90Updated 9 months ago
- ☆35Updated last year
- Latest Advances on Federated LLM Learning☆67Updated 3 months ago
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆53Updated 7 months ago
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆47Updated 5 months ago
- ☆31Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆98Updated 2 months ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆64Updated last year
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Updated 3 years ago
- Federated Dynamic Sparse Training☆32Updated 3 years ago
- ☆16Updated last year
- Resource Efficient Federated Learning☆23Updated 2 years ago
- Simplified Implementation of FedPAC☆60Updated last year
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆72Updated 3 years ago
- Federated Learning - PyTorch☆14Updated 4 years ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆64Updated 6 months ago
- ☆109Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆70Updated 11 months ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆134Updated 3 months ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆173Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆99Updated last year
- 📦 Collect some Asynchronous Federated Learning papers.☆117Updated last year
- Code for ScaleFL☆31Updated 2 years ago
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆28Updated 3 years ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆41Updated this week
- ☆47Updated 3 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆82Updated 3 years ago
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆29Updated 2 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated 2 years ago