HarliWu / FedBiOT
An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'24.
☆33Updated last month
Alternatives and similar repositories for FedBiOT:
Users that are interested in FedBiOT are comparing it to the libraries listed below
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆79Updated 3 months ago
- ☆59Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆33Updated last year
- ☆55Updated 3 weeks ago
- ☆33Updated 10 months ago
- ☆24Updated 8 months ago
- ☆14Updated last year
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆16Updated last year
- ☆28Updated last year
- ✨✨A curated list of latest advances on Foundation Models with Federated Learning☆74Updated this week
- ☆72Updated 5 months ago
- ☆17Updated last week
- Papers related to federated learning in top conferences (2020-2024).☆67Updated 3 months ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆62Updated 5 months ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆29Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆90Updated 6 months ago
- Federated Learning - PyTorch☆15Updated 3 years ago
- Simplified Implementation of FedPAC☆50Updated last year
- ☆18Updated last year
- ☆11Updated 3 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆40Updated last month
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆86Updated 9 months ago
- For distributed machine learning☆28Updated last month
- Federated Learning in CVPR2024☆16Updated 7 months ago
- This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…☆12Updated last year
- Technique of Ordered Dropout as used in the paper "Fjord: Fair and accurate federated learning under heterogeneous targets with ordered d…☆10Updated 2 years ago
- ☆53Updated 3 months ago
- ☆7Updated 4 years ago
- ☆33Updated 3 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆28Updated 2 years ago