Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]
☆63Apr 17, 2025Updated last year
Alternatives and similar repositories for FedSA-LoRA
Users that are interested in FedSA-LoRA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- HyperFL [AAAI 2025] & HyperFL++.☆26Jul 3, 2025Updated 9 months ago
- ☆14Oct 12, 2024Updated last year
- (ACL '25 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models☆32Oct 4, 2025Updated 6 months ago
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆14Sep 19, 2024Updated last year
- Paper List for Gradient Inversion Attacks in Federated Learning [IEEE TPAMI 2026]☆33Mar 20, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆19Mar 12, 2024Updated 2 years ago
- ☆23May 21, 2025Updated 11 months ago
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆20Jun 21, 2024Updated last year
- ☆26Dec 2, 2024Updated last year
- ☆468Dec 12, 2024Updated last year
- Latest Advances on Federated LLM Learning☆109Jul 7, 2025Updated 9 months ago
- ☆19Nov 18, 2023Updated 2 years ago
- Simplified Implementation of FedPAC☆61Nov 30, 2023Updated 2 years ago
- Official PyTorch implementation for the ICML 2023 paper "Out-of-Distribution Generalization of Federated Learning via Implicit Invariant …☆13Oct 31, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official implementation of DapperFL.☆13Oct 29, 2024Updated last year
- [ECCV2024] PyTorch implementation of "PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning"☆25Sep 25, 2024Updated last year
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆154Jan 21, 2026Updated 2 months ago
- ☆53Feb 13, 2026Updated 2 months ago
- Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning☆33Apr 23, 2023Updated 2 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆19Feb 25, 2025Updated last year
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆47Apr 12, 2023Updated 3 years ago
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆62Mar 3, 2025Updated last year
- ☆117Feb 27, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆47Jun 4, 2024Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆33Aug 18, 2023Updated 2 years ago
- ☆41Feb 8, 2026Updated 2 months ago
- LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters☆56Aug 2, 2025Updated 8 months ago
- [ICML2024] "FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees" by Jiaha…☆14Sep 22, 2024Updated last year
- Correlated Low-rank Structure (CoLR) for Federated Recommendation System☆12May 22, 2024Updated last year
- Apply methods described in "Git Re-basin"-paper [1] to arbitrary models --- [1] Ainsworth et al. (https://arxiv.org/abs/2209.04836)☆15Apr 13, 2026Updated last week
- (TMLR J2C Certification) Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tu…☆27Oct 4, 2025Updated 6 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆237Dec 3, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆17Oct 12, 2023Updated 2 years ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆21Feb 4, 2025Updated last year
- ☆19Jul 13, 2025Updated 9 months ago
- Code for reproducing the experiments of the ICML 2019 paper "Robust Learning from Untrusted Sources"☆18Jul 5, 2019Updated 6 years ago
- Federated Bilevel Optimization☆16Jun 23, 2022Updated 3 years ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆230Nov 29, 2025Updated 4 months ago
- [ICML 2024 spotlight] This repository contains the implementation details for the paper "Locally Estimated Global Perturbations are Bette…☆25Jul 29, 2024Updated last year