{"repo":"bluek8s/kubedirector","free":true,"listed":false,"github":"https://github.com/bluek8s/kubedirector","clone":"git clone https://github.com/bluek8s/kubedirector.git","description":"Kubernetes Director (aka KubeDirector) for deploying and managing stateful applications on Kubernetes","language":"Go","stars":409,"topics":["kubernetes","containers"],"license":"Apache-2.0","category":"deployment-docker-iac","readme_excerpt":"KubeDirector What is KubeDirector? KubeDirector is a Kubernetes operator designed for deploying and managing complex, stateful applications with a focus on generative AI and machine learning infrastructure . It uses standard Kubernetes (K8s) facilities of custom resources and API extensions to implement stateful scaleout application clusters, enabling transparent integration with K8s user/resource management and existing K8s clients and tools. Generative AI Infrastructure Made Simple For AI researchers, MLOps engineers, and data scientists , KubeDirector provides a production-ready platform for deploying and scaling generative AI workloads: - 🤖 Large Language Models : Deploy LLMs for inference, fine-tuning, and experimentation with automatic scaling and resource management - 🔬 Research & Development : Rapidly prototype with various AI frameworks without complex infrastructure setup - 🚀 Production AI Services : Scale from research to production with the same declarative approach - 📊 Multi-tenant AI Workspaces : Isolated environments for different teams and projects - ⚡ GPU-optimized Clusters : Efficient utilization of expensive GPU resources across multiple workloads The included Ollama integration demonstrates how teams can deploy lightweight LLM inference servers (TinyLlama, Llama 2, Code Llama) with a simple kubectl apply , enabling immediate experimentation with state-of-the-art language models. Upcoming AI Applications (Contributions Welcome!) We're actively expanding","default_branch":null,"files":null,"tree":[],"storefront":"/r/bluek8s","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/bluek8s/kubedirector/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}