A production-ready, full-fledged, local Kubeflow deployment that installs in minutes.
MiniKF is the fastest and easiest way to get started with Kubeflow. With just a few clicks, you are up for experimentation, and for running complete Kubeflow Pipelines.
To train at scale, move to a Kubeflow cloud deployment with one click, without having to rewrite anything.
See here for the official announcement and why we started MiniKF.
For a smooth experience we recommend that your system meets the following requirements:
- 12GB RAM
- 2 CPUs
- 50GB disk space
MiniKF runs on all major operating systems:
Open a terminal on your laptop, create a new directory, switch into it, and run the following commands to install MiniKF:
vagrant init arrikto/minikf
MiniKF will take a few minutes to boot. When this is done, navigate to http://10.10.10.10 and follow the on-screen instructions to start Kubeflow and Rok.
Here are step-by-step instructions for upgrading from a previous version:
- Upgrade the MiniKF box to the latest version:
vagrant box update
- Ensure you have updated to the latest version:
vagrant box list
- Upgrade the
vagrant-persistent-storageplugin to v0.0.47 or later:
vagrant plugin update vagrant-persistent-storage
- Destroy the VM:
- Remove all local state. This will remove all of your customization in MiniKF (notebooks, pipelines, Rok snapshots):
- Re-create your VM:
Here is a demo of installing MiniKF from scratch: