ModelStudio

ModelStudio is a web application for discovering, deploying, and running inference on AI models in the DKubeX platform. It supports three model tracks — large language models via KubeAI, traditional machine-learning models via KServe, and production-optimized NVIDIA NIM microservices — all browsable, deployable, and testable from a single interface.

Key features

• Browse and deploy LLM models from HuggingFace Hub with one click.

• Deploy ML models (sklearn, XGBoost, PyTorch, etc.) from an MLflow registry or HuggingFace via KServe.

• Register and run NVIDIA NIM models in-cluster on GPU nodes via the k8s-nim-operator.

• Unified Playground for chat, vision, embeddings, reranking, speech-to-text, text-to-speech, and image generation.

• Client-side document RAG with PDF, DOCX, TXT, and MD support — documents never leave your browser.

• Real-time model status, resource-profile management, and an activity log of every deploy/undeploy action.

Tutorials

• Getting started — an overview of every page and how to deploy your first model.

• Deploying models — LLM, ML, and NIM deployment paths in depth.

• Playground guide — every inference mode walked through end-to-end.