Xtra-Computing / FeT
Federated Transformer (NeurIPS 24): a framework to enhance the performance of multi-party Vertical Federated Learning involving fuzzy identifiers
☆38Updated 2 months ago
Alternatives and similar repositories for FeT:
Users that are interested in FeT are comparing it to the libraries listed below
- ☆23Updated 3 months ago
- Feature partitioner by imbalance or correlation (ICLR 2024)☆15Updated last month
- Official Code for paper "Towards Efficient and Effective Unlearning of Large Language Models for Recommendation" (Frontiers of Computer S…☆36Updated 7 months ago
- ☆59Updated 2 months ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆26Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆82Updated 3 weeks ago
- ☆42Updated 3 months ago
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆22Updated 8 months ago
- ☆18Updated last year
- This is the official implementation for the paper: Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models☆12Updated 5 months ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- A curated list of advancements in Vertical Federated Learning, frameworks and libraries.☆33Updated last month
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Updated last year
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Updated 10 months ago
- ☆23Updated last year
- Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning☆44Updated last week
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆20Updated 10 months ago
- Code for paper "Merging Multi-Task Models via Weight-Ensembling Mixture of Experts"☆19Updated 8 months ago
- Official Code Repository for the paper - Personalized Subgraph Federated Learning (ICML 2023)☆46Updated last year
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆52Updated 6 months ago
- [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?☆64Updated last month
- ☆37Updated 4 months ago
- [TMLR'24] This repository includes the official implementation our paper "FedConv: Enhancing Convolutional Neural Networks for Handling D…☆25Updated 10 months ago
- Private Evolution: Generating DP Synthetic Data without Training [ICLR 2024, ICML 2024 Spotlight]☆89Updated last week
- Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning☆26Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆67Updated 4 months ago