The following guide is suitable for environments that are can access to the public internet (non air-gapped).

To install the PrimeHub MLOps orchestration platform from the Github repository, follow the documentation below.

Prerequisites

Before installing PrimeHub, configure your environment as per the following prerequisite documentation.

• Review the system and environment requirements.
• Install Linux packages and tools.
• [multi-node] Install Ansible and configure inventory file.
• Install container runtime and container registry.
• Install and configure Kubernetes.
• Install Nginx Ingress controller.
• [GPU environment] Install GPU driver and GPU device plugin.
• Install and configure Storage Classes.

Install PrimeHub

If your environment is configured according to the prerequisite documentation, you are ready to install PrimeHub.

Clone the repository

Clone the PrimeHub repository.

# git clone method cannot be use in PrimeHub 3, please use the following method.
curl -L <https://github.com/InfuseAI/primehub/releases/download/v3.12.3/primehub-v3.12.3.tar.gz> | tar xz
ls -d primehub

[Recommend] Tuning ulimit value for different loading scenarios

Change the directory to the path shown below:

cd primehub/chart/scripts/start-notebook.d