"Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
☆35Aug 18, 2023Updated 3 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:
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆17Aug 18, 2023Updated 3 years ago
- ☆37May 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
- ☆15Jan 16, 2025Updated last year
- 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.
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆14Sep 19, 2024Updated 2 years ago
- Releasing the source code Version1.☆184Sep 16, 2021Updated 5 years ago
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆255Jul 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 4 years ago
- ☆19Feb 28, 2022Updated 4 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆76Dec 27, 2024Updated last year
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆44Oct 29, 2021Updated 4 years ago
- Official repository for FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning (ICCV2023)☆20Dec 1, 2023Updated 2 years ago
- Latest Advances on Federated LLM Learning☆111Jul 7, 2025Updated last year
- 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.
- Adaptive Offloading of Federated Learning on IoT Devices☆77Nov 18, 2022Updated 3 years ago
- fully ready experiments☆40Jul 18, 2022Updated 4 years ago
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆30Jun 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
- A comprehensive overview of Data Distillation and Condensation (DDC). DDC is a data-centric task where a representative (i.e., small but …☆13Dec 1, 2022Updated 3 years ago
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 3 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.
- The first real-world FL benchmark for legal NLP☆14Nov 29, 2023Updated 2 years ago
- Federated Dynamic Sparse Training☆31May 26, 2022Updated 4 years ago
- (TMLR J2C Certification) Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tu…☆26Oct 4, 2025Updated 11 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☆61Nov 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
- Plato: A Research Framework for Federated Learning☆400Jun 8, 2026Updated 3 months 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
- [ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks☆49Feb 21, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆103Jan 17, 2024Updated 2 years ago
- ☆13Mar 16, 2025Updated last year
- ☆15Nov 7, 2024Updated last year
- Resource Efficient Federated Learning☆26Jan 13, 2023Updated 3 years ago
- [ICLR-2020] Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers.☆32Jan 20, 2020Updated 6 years ago
- Federated Learning - PyTorch☆15Jun 27, 2021Updated 5 years ago
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆116Mar 16, 2026Updated 6 months ago