[PIN] This project is part of the PALISADE-X project funded by DOE ASCR.
[PIN] We preprinted a paper describing the design of APPFLx on arXiv.
We have integrated HuggingFace with APPFLx! You can now employ pretrained model on HuggingFace for federated learning experiments on APPFLx.
We added a resource monitor in the Federation Information page for checking the resource utilizations of the client computing endpoints.
We supported Federated Asynchronous algorithm in APPFLx for asynchronous federated learning experiments!
Client data distribution visualization: We will soon add the capability for users to check the distribution of data accross different federated learning sites.
FedBuffer asynchronous algorithm: Integrate FedBuffer into APPFLx.
LoRA fine-tuning: Integrate LoRA fine-tuning methods to APPFLx to support fine-tuning LLM in a federated manner.