StupidTrees / SplitLLM
Split Learning Simulation Framework for LLMs
☆19Updated 6 months ago
Alternatives and similar repositories for SplitLLM:
Users that are interested in SplitLLM are comparing it to the libraries listed below
- ☆21Updated last month
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆85Updated 2 months ago
- ☆27Updated 10 months ago
- Federated Learning for LLMs.☆201Updated 3 months ago
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆40Updated last month
- ☆70Updated 3 months ago
- ☆21Updated 11 months ago
- ☆62Updated last year
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆93Updated 8 months ago
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆22Updated 10 months ago
- A toolkit to assess data privacy in LLMs (under development)☆55Updated 3 months ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆33Updated last year
- ☆12Updated last year
- [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"☆33Updated 3 months ago
- A pytorch implementation of the paper "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage".☆57Updated 2 years ago
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆15Updated last year
- ☆34Updated 2 months ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆98Updated last week
- This is the official implementation of our paper 'Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protecti…☆55Updated last year
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆70Updated 2 years ago
- ☆32Updated last year
- Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆16Updated last year
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆53Updated 3 weeks ago
- [CVPR 2023] "TrojViT: Trojan Insertion in Vision Transformers" by Mengxin Zheng, Qian Lou, Lei Jiang☆13Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspec…☆22Updated last year
- ☆29Updated 6 months ago
- ☆32Updated last year
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆228Updated last year
- FedD3: Federated Learning via Decentralized Dataset Distillation☆28Updated 2 years ago