ray-project / kuberay
A toolkit to run Ray applications on Kubernetes
☆1,664Updated this week
Alternatives and similar repositories for kuberay:
Users that are interested in kuberay are comparing it to the libraries listed below
- Apache YuniKorn Core☆915Updated this week
- Apache YuniKorn K8shim☆152Updated last week
- Kubernetes-native Job Queueing☆1,733Updated this week
- LeaderWorkerSet: An API for deploying a group of pods as a unit of replication☆397Updated this week
- KAI Scheduler is an open source Kubernetes Native scheduler for AI workloads at large scale☆483Updated this week
- Kubeflow Deployment Manifests☆904Updated this week
- Distributed ML Training and Fine-Tuning on Kubernetes☆1,762Updated this week
- JobSet: a k8s native API for distributed ML training and HPC workloads☆218Updated this week
- Controller for ModelMesh☆228Updated 3 weeks ago
- AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-te…☆887Updated this week
- Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)☆473Updated this week
- Dynamic Resource Allocation (DRA) for NVIDIA GPUs in Kubernetes☆346Updated this week
- A Cloud Native Batch System (Project under CNCF)☆4,579Updated this week
- Module to Automatically maximize the utilization of GPU resources in a Kubernetes cluster through real-time dynamic partitioning and elas…☆654Updated 11 months ago
- NVIDIA GPU Operator creates, configures, and manages GPUs in Kubernetes☆2,085Updated last week
- deployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflow†, and MLflow† into a complete platform…☆421Updated 8 months ago
- Run your deep learning workloads on Kubernetes more easily and efficiently.☆518Updated last year
- RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.☆331Updated last week
- Heterogeneous AI Computing Virtualization Middleware☆1,492Updated this week
- Automated Machine Learning on Kubernetes☆1,566Updated this week
- World's most powerful open data catalog for building a high-performance, geo-distributed and federated metadata lake.☆1,438Updated this week
- GPU Sharing Scheduler for Kubernetes Cluster☆1,462Updated last year
- a unified scheduler for online and offline tasks☆582Updated 3 weeks ago
- Model Deployment at Scale on Kubernetes 🦄️☆807Updated 11 months ago
- Standardized Serverless ML Inference Platform on Kubernetes☆4,078Updated this week
- A QoS-based scheduling system brings optimal layout and status to workloads such as microservices, web services, big data jobs, AI jobs, …☆1,472Updated last week
- User documentation for KServe.☆106Updated last week
- Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Ap…☆934Updated 6 months ago
- A CLI for Kubeflow.☆765Updated last week
- Gateway API Inference Extension☆229Updated this week