StupidTrees / SplitLLM
Split Learning Simulation Framework for LLMs
☆17Updated 5 months ago
Alternatives and similar repositories for SplitLLM:
Users that are interested in SplitLLM are comparing it to the libraries listed below
- ☆59Updated 2 months ago
- ☆61Updated last year
- ☆17Updated this week
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆22Updated 8 months ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆82Updated 3 weeks ago
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆35Updated this week
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆92Updated 7 months ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆33Updated last year
- [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"☆29Updated 2 months ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆89Updated this week
- ☆81Updated 6 months ago
- ☆26Updated 9 months ago
- Federated Learning for LLMs.☆195Updated 2 months ago
- A toolkit to assess data privacy in LLMs (under development)☆54Updated 2 months ago
- Federated Learning Systems Paper List☆70Updated last year
- ☆32Updated last year
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆15Updated last year
- ☆21Updated 10 months ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆54Updated last year
- ☆12Updated last year
- ☆32Updated last year
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆23Updated 2 years ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆57Updated last year
- This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protecti…☆53Updated 11 months ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆85Updated last year
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 2 years ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆49Updated 2 months ago
- Privacy attacks on Split Learning☆37Updated 3 years ago
- [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models☆28Updated 7 months ago