"Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.
☆33Aug 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:
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆16Aug 18, 2023Updated 2 years ago
- ☆36May 28, 2024Updated last year
- 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
- Latest Advances on Federated LLM Learning☆110Jul 7, 2025Updated 10 months 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.
- ☆13Jan 16, 2025Updated last year
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆14Sep 19, 2024Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆68Dec 27, 2024Updated last year
- The official implantation of SGPT (CVPR2024)☆18Jul 15, 2024Updated last year
- Releasing the source code Version1.☆183Sep 16, 2021Updated 4 years ago
- One-size-fits-all model for mobile AI, a novel paradigm for mobile AI in which the OS and hardware co-manage a foundation model that is c…☆30Mar 5, 2024Updated 2 years ago
- Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)☆19May 28, 2024Updated last year
- ☆215Jan 17, 2024Updated 2 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 7 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆247Jul 7, 2023Updated 2 years ago
- The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]☆19Aug 4, 2022Updated 3 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆43Oct 29, 2021Updated 4 years ago
- fully ready experiments☆40Jul 18, 2022Updated 3 years ago
- Code for the paper "Pretrained Models for Multilingual Federated Learning" at NAACL 2022☆11Aug 9, 2022Updated 3 years ago
- Official repository for FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning (ICCV2023)☆20Dec 1, 2023Updated 2 years ago
- [CVPR-2024] Text-Enhanced Data-free Approach for Federated Class-Incremental Learning☆20Dec 26, 2024Updated last year
- 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
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆31Jun 18, 2024Updated 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.
- ☆68Jun 2, 2023Updated 2 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
- FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…☆20Feb 19, 2025Updated last year
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆64Apr 17, 2025Updated last year
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 3 years ago
- 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
- Federated Dynamic Sparse Training☆31May 26, 2022Updated 3 years ago
- A Survey on Vulnerability of Federated Learning: An Algorithm Perspective☆18May 30, 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.
- The first real-world FL benchmark for legal NLP☆13Nov 29, 2023Updated 2 years ago
- ☆19Nov 18, 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
- ☆15Nov 7, 2024Updated last year
- ☆13May 11, 2023Updated 3 years ago
- ☆41Feb 7, 2024Updated 2 years ago
- Plato: A Research Framework for Federated Learning☆394May 11, 2026Updated last week