Implementation of "Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures"
☆17Jan 21, 2026Updated 9 months ago
Alternatives and similar repositories for FedAMoLE
Users that are interested in FedAMoLE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆25Dec 2, 2024Updated last year
- (ACL '25 - Oral) FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models☆38Oct 4, 2025Updated last year
- FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles☆53May 19, 2025Updated last year
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆64Mar 3, 2025Updated last year
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Oct 31, 2020Updated 6 years 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.
- ☆14May 26, 2021Updated 5 years ago
- ☆126Jan 2, 2025Updated last year
- ☆18Mar 9, 2026Updated 7 months ago
- The implement of FedCyBGD☆12Jul 19, 2024Updated 2 years ago
- ☆10Jul 18, 2024Updated 2 years ago
- Split Learning Simulation Framework for LLMs☆41Sep 10, 2024Updated 2 years ago
- This is the official implementation for the paper: Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models☆19Sep 11, 2024Updated 2 years ago
- FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks☆42Sep 19, 2023Updated 3 years ago
- Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.☆11Jul 27, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Source code for AdaptSky paper☆11Jan 1, 2023Updated 3 years ago
- Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization☆15Apr 25, 2024Updated 2 years ago
- Official implementation for the paper "Automatic Neural Network Pruning that Efficiently Preserves the Model Accuracy".☆10Jun 8, 2023Updated 3 years ago
- ☆21Jan 20, 2026Updated 9 months ago
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated 2 years ago
- Pytorch Geometric link prediction of a homogeneous social graph.☆26Jan 4, 2023Updated 3 years ago
- Implementation of "Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes" (https://…☆13May 6, 2024Updated 2 years ago
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- Formal Verification of Telegram's MTProto 2.0☆15Jan 19, 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.
- PyTorch implementation of "Learning from Students: Online Contrastive Distillation Network for General Continual Learning" (IJCAI 2022)☆11Dec 29, 2022Updated 3 years ago
- This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…☆15Dec 4, 2023Updated 2 years ago
- The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning, ICML 2025☆12Jun 12, 2025Updated last year
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆10Nov 19, 2021Updated 4 years ago
- Resource Efficient Federated Learning☆25Jan 13, 2023Updated 3 years ago
- Robust Federated Learning for Large Language Models in Adversarial Wireless Environments☆16Mar 7, 2025Updated last year
- Q-RR, DIANA-RR, Q-NASTYA, NASTYA-DIANA, QSGD, DIANA, FedCOM and FedPAQ on logistic loss with L2 regularization☆11Nov 1, 2022Updated 3 years ago
- [Official] NeurIPS 2023, "Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection"☆21Jan 3, 2024Updated 2 years ago
- Code for the paper "Knowledge-Aware Federated Active Learning with Non-IID Data", ICCV2023☆10Sep 8, 2023Updated 3 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.
- Official PyTorch implementation for the ICML 2023 paper "Out-of-Distribution Generalization of Federated Learning via Implicit Invariant …☆14Oct 31, 2023Updated 3 years ago
- ☆15Dec 11, 2023Updated 2 years ago
- [ACM MM2026] This is the official implementation of MedCCO☆17Jul 12, 2026Updated 3 months ago
- A summay of existing works on vertical federated/split learning☆15Nov 28, 2021Updated 4 years ago
- Official implementation of DapperFL.☆13Oct 29, 2024Updated 2 years ago
- Loongsuite GenAI Semantic Conventions☆19Aug 13, 2026Updated 2 months ago
- ifedtree: tree-based federated learning for heterogeneous model harmonization (ICML 2022)☆14Mar 23, 2023Updated 3 years ago