kubeflow/trainer

Achieve state of the art inference performance with modern accelerators on Kubernetes

DLRover: An Automatic Distributed Deep Learning System

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

The Cloud Native AI Platform

A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.

Automated Machine Learning on Kubernetes

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models