Installml.com Setup -

Assuming a cloud provider and Kubernetes cluster, the recommended sequence:

  • Deploy registry service (containerized, stateless API servers) behind load balancer
  • Configure artifact storage and lifecycle policies
  • Deploy CI runners with GPU access for build/test steps
  • Integrate Sigstore/cosign for automated signing
  • Deploy inference autoscaler and set up node pools for GPU/CPU
  • Set up API gateway, auth provider (OIDC), and RBAC policies
  • Install monitoring stack (Prometheus, Grafana, Loki, Jaeger)
  • Publish initial model packages through CI pipeline and validate end-to-end
  • Roll out CLI and SDK to early adopters; collect feedback and iterate
  • While the base installml.com setup is free for local personal use, enterprise features (remote caching, team sharing) require authentication. installml.com setup

    If you are behind a corporate proxy, configure it first: Assuming a cloud provider and Kubernetes cluster, the

    export HTTP_PROXY=http://proxy.company.com:8080
    export HTTPS_PROXY=https://proxy.company.com:8080
    iml config set proxy $HTTP_PROXY
    

    Do not rush this section. The most common setup failures happen because of missing system prerequisites. While the base installml

    We will break the setup into four logical phases: Download, Configuration, Execution, and Validation.