hmgxr128

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

Local-SGD

Code for the paper "Why (and When) does Local SGD Generalize better than SGD?" published in ICLR 2023.

MIFA_code

myffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

QSR

Code for the paper "A Quadratic Synchronization Rule for Distributed Deep Learning"

WAGE.pytorch

Reproduction of WAGE in PyTorch.

PTST

Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"

hmgxr128/MIFA_code

hmgxr128/Local-SGD

Code for the paper "Why (and When) does Local SGD Generalize better than SGD?" published in ICLR 2023.

hmgxr128/QSR

Code for the paper "A Quadratic Synchronization Rule for Distributed Deep Learning"

hmgxr128/federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

hmgxr128/myffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

hmgxr128/WAGE.pytorch

Reproduction of WAGE in PyTorch.