StupidTrees / SplitLLMLinks
Split Learning Simulation Framework for LLMs
☆34Updated last year
Alternatives and similar repositories for SplitLLM
Users that are interested in SplitLLM are comparing it to the libraries listed below
Sorting:
- ☆65Updated 2 years ago
- ☆31Updated last month
- ☆104Updated 11 months ago
- Federated Learning for LLMs.☆241Updated last month
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆58Updated 9 months ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆102Updated 5 months ago
- ☆35Updated last year
- ☆115Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated 2 years ago
- ☆450Updated last year
- Latest Advances on Federated LLM Learning☆84Updated 5 months ago
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆249Updated 2 years ago
- ☆32Updated last year
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆141Updated this week
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆52Updated 8 months ago
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆29Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆100Updated last year
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆24Updated last year
- A curated repository for various papers in the domain of split learning.☆54Updated last year
- Pytorch implementations of Client-Customized Adaptation for Parameter-Efficient Federated Learning (Findings of ACL: ACL 2023)☆17Updated 2 years ago
- ☆23Updated last year
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆27Updated 3 years ago
- ☆19Updated last year
- Privacy attacks on Split Learning☆42Updated 4 years ago
- [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"☆49Updated last year
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆65Updated 9 months ago
- ☆12Updated 2 years ago
- Federated Learning - PyTorch☆15Updated 4 years ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆107Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆69Updated last year