"Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
☆35Aug 18, 2023Updated 2 years ago
Alternatives and similar repositories for FedAdapter
Users that are interested in FedAdapter are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆36May 28, 2024Updated 2 years ago
- Code for (MobiCom24) Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning☆14Dec 10, 2024Updated last year
- Our unique contributions are in tools/train/benchmark.☆22Apr 14, 2025Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆75Dec 27, 2024Updated last year
- Releasing the source code Version1.☆183Sep 16, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆215Jan 17, 2024Updated 2 years ago
- Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)☆19May 28, 2024Updated 2 years ago
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆252Jul 7, 2023Updated 3 years ago
- The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]☆20Aug 4, 2022Updated 3 years ago
- ☆19Feb 28, 2022Updated 4 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆44Oct 29, 2021Updated 4 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆77Nov 18, 2022Updated 3 years ago
- Latest Advances on Federated LLM Learning☆111Jul 7, 2025Updated last year
- fully ready experiments☆40Jul 18, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆31Jun 18, 2024Updated 2 years ago
- 此项目为论文《FedServing: A Federated Prediction Serving Framework Based on Incentive Mechanism》的验证项目。基于 intel SGX ，实现将各个不同模型的推测结果在可信硬件中使用 truth…☆18Oct 23, 2023Updated 2 years ago
- The official implantation of SGPT (CVPR2024)☆17Jul 15, 2024Updated 2 years ago
- ☆71Jun 2, 2023Updated 3 years ago
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- A Survey on Vulnerability of Federated Learning: An Algorithm Perspective☆19May 30, 2024Updated 2 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 3 years ago
- The first real-world FL benchmark for legal NLP☆14Nov 29, 2023Updated 2 years ago
- [CVPR-2024] Text-Enhanced Data-free Approach for Federated Class-Incremental Learning☆22Dec 26, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Nov 16, 2022Updated 3 years ago
- (TMLR J2C Certification) Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tu…☆27Oct 4, 2025Updated 9 months ago
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆17Oct 9, 2023Updated 2 years ago
- Simplified Implementation of FedPAC☆62Nov 30, 2023Updated 2 years ago
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆27Apr 28, 2024Updated 2 years ago
- ☆13May 11, 2023Updated 3 years ago
- ☆17Oct 12, 2023Updated 2 years ago
- ResNet18 on CIFAR10 reachs 95.09% Accuracy on TestSet☆15Feb 13, 2022Updated 4 years ago
- [npj Digital Medicine] An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing for Information Extraction☆13May 1, 2024Updated 2 years ago
- 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.
- ☆39Dec 5, 2025Updated 7 months ago
- ☆56Feb 23, 2024Updated 2 years ago
- ☆120Jan 2, 2025Updated last year
- [ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks☆51Feb 21, 2024Updated 2 years ago
- ☆13Mar 16, 2025Updated last year
- ☆103Jan 17, 2024Updated 2 years ago
- ☆15Nov 7, 2024Updated last year