| WebLLM: A High-Performance In-Browser LLM Inference Engine | Dec 20, 2024 | CPUGPU | CodeCode Available | 11 |
| PowerInfer-2: Fast Large Language Model Inference on a Smartphone | Jun 10, 2024 | CPULanguage Modeling | CodeCode Available | 9 |
| OnPrem.LLM: A Privacy-Conscious Document Intelligence Toolkit | May 12, 2025 | GPUPrivacy Preserving | CodeCode Available | 4 |
| BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text | Mar 27, 2024 | ArticlesLanguage Modeling | CodeCode Available | 4 |
| Eliminating Domain Bias for Federated Learning in Representation Space | Nov 25, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 4 |
| GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning | Aug 20, 2023 | FairnessFederated Learning | CodeCode Available | 4 |
| FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System | Mar 20, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 4 |
| A Survey on LoRA of Large Language Models | Jul 8, 2024 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 3 |
| CHESS: Contextual Harnessing for Efficient SQL Synthesis | May 27, 2024 | Large Language ModelPrivacy Preserving | CodeCode Available | 3 |
| OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning | Feb 10, 2024 | Federated LearningInstruction Following | CodeCode Available | 3 |
