Shepherd: A foundational framework enabling federated instruction tuning for large language models
☆247Jul 7, 2023Updated 2 years ago
Alternatives and similar repositories for FederatedGPT-Shepherd
Users that are interested in FederatedGPT-Shepherd are comparing it to the libraries listed below
Sorting:
- ☆68Jun 2, 2023Updated 2 years ago
- ☆462Dec 12, 2024Updated last year
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆14Sep 19, 2024Updated last year
- ☆21Dec 2, 2024Updated last year
- ☆111Jan 2, 2025Updated last year
- ☆119Aug 14, 2024Updated last year
- (CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"☆15Jun 28, 2024Updated last year
- ☆30Mar 4, 2024Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Aug 18, 2023Updated 2 years ago
- An easy-to-use federated learning platform☆1,516Aug 10, 2024Updated last year
- FedJudge: Federated Legal Large Language Model☆36Sep 19, 2024Updated last year
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆115Dec 29, 2024Updated last year
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆48Apr 1, 2023Updated 2 years ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆65Jan 21, 2024Updated 2 years ago
- ☆18Nov 18, 2023Updated 2 years ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆43Apr 25, 2023Updated 2 years ago
- Code for the paper "Pretrained Models for Multilingual Federated Learning" at NAACL 2022☆11Aug 9, 2022Updated 3 years ago
- Personalized federated learning codebase for research☆412Oct 4, 2023Updated 2 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆615Feb 26, 2024Updated 2 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,068Jan 25, 2026Updated last month
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆55Aug 15, 2023Updated 2 years ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆104Jul 17, 2025Updated 7 months ago
- [NeurIPS'23] FedL2P: Federated Learning to Personalize☆24Nov 8, 2025Updated 4 months ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆152Jan 21, 2026Updated last month
- ☆39Feb 8, 2026Updated last month
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆24May 18, 2022Updated 3 years ago
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆26Apr 28, 2024Updated last year
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,951Oct 5, 2025Updated 5 months ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆59Mar 28, 2023Updated 2 years ago
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Feb 9, 2023Updated 3 years ago
- Federated Learning for LLMs.☆253Feb 21, 2026Updated 2 weeks ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆245Jul 25, 2024Updated last year
- Diverse Client Selection for Federated Learning via Submodular Maximization☆35Aug 3, 2022Updated 3 years ago
- ☆164Dec 23, 2022Updated 3 years ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆669Jul 22, 2024Updated last year
- Code and data accompanying the FedGen paper☆258Oct 31, 2024Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆69Oct 14, 2024Updated last year
- ☆18Mar 12, 2024Updated last year