StupidTrees / SplitLLMLinks
Split Learning Simulation Framework for LLMs
☆38Updated last year
Alternatives and similar repositories for SplitLLM
Users that are interested in SplitLLM are comparing it to the libraries listed below
Sorting:
- ☆31Updated 2 months ago
- ☆65Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated 2 years ago
- ☆107Updated last year
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆60Updated 10 months ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆103Updated 6 months ago
- ☆116Updated last year
- Federated Learning for LLMs.☆249Updated 2 months ago
- ☆35Updated last year
- Latest Advances on Federated LLM Learning☆96Updated 6 months ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆148Updated last week
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Updated 3 years ago
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆57Updated 9 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
- ☆460Updated last year
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆102Updated last year
- ☆31Updated last year
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆247Updated 2 years ago
- A curated repository for various papers in the domain of split learning.☆55Updated last year
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆16Updated 2 years ago
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆28Updated 4 years ago
- ☆19Updated last year
- ☆25Updated 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 10 months ago
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆24Updated last year
- 📦 Collect some Asynchronous Federated Learning papers.☆123Updated 2 years ago
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆29Updated 3 years ago
- ☆18Updated 2 years ago
- PyTorch code for our paper "Resource-Adaptive Federated Learning with All-In-One Neural Composition" (NeurIPS2022)☆19Updated 3 years ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆22Updated 3 years ago