JayZhang42 / FederatedGPT-ShepherdLinks
Shepherd: A foundational framework enabling federated instruction tuning for large language models
☆247Updated 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:
- ☆95Updated 10 months ago
- Federated Learning for LLMs.☆235Updated last week
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆24Updated last year
- ☆436Updated 10 months ago
- ☆65Updated 2 years ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆100Updated 3 months ago
- ☆31Updated last year
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆54Updated 8 months ago
- ☆110Updated last year
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆17Updated 2 years ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆61Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated 2 years ago
- Offsite-Tuning: Transfer Learning without Full Model☆380Updated last year
- ☆75Updated 3 years ago
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆46Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆70Updated last year
- LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)☆26Updated 5 months ago
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆48Updated 6 months ago
- ☆12Updated 2 years ago
- Personalized federated learning codebase for research☆401Updated 2 years ago
- Federated learning using a mixture of experts☆17Updated 4 years ago
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆13Updated last year
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆137Updated this week
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆68Updated last year
- Latest Advances on Federated LLM Learning☆74Updated 3 months ago
- Federated Learning - PyTorch☆14Updated 4 years ago
- LLM Unlearning☆177Updated 2 years ago
- The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred …☆101Updated last year
- ☆35Updated last year
- ☆35Updated last year