DSFLplus

A curated list of references for MLOps

Perform data science on data that remains in someone else's server

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

Awesome Knowledge Distillation

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

Collection of AWESOME vision-language models for vision tasks

"Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

This is a collection of our NAS and Vision Transformer work.