MLflow on Ubuntu 24.04 LTS by cloudimg. The open-source platform for the machine-learning lifecycle - experiment tracking, model registry and runs - preinstalled with nginx, a dedicated data disk and a per-VM admin password at first boot. 24/7 expert support.
## MLflow on Ubuntu 24.04 LTS by cloudimg
MLflow is the open-source platform for managing the machine-learning lifecycle: experiment tracking, a model registry, run comparison and artifact storage, with a web UI to browse them. The cloudimg image installs MLflow 3.13 behind an nginx reverse proxy on port 80, persists tracking data and artifacts on a dedicated Azure data disk, and generates a unique admin password on the first boot of every VM. Backed by 24/7 expert support.
Dedicated Data Disk
Experiment metadata, the backing store and logged artifacts live on a dedicated, independently resizable Azure data disk mounted at /var/lib/mlflow, kept separate from the operating system disk and re-provisioned with every VM. Snapshot that disk to back up your experiments and models.
Secure By Default
The admin password is unique per VM and stored in a root-only file. nginx fronts the loopback MLflow server so only port 80 is exposed; front it with TLS for public access.
Why Choose cloudimg?
* 24/7 Expert Support with guaranteed 24 hour response. Contact support@cloudimg.co.uk
* Production Ready from Launch Pre configured, security patched, and validated before publication
* Azure Native Integration Built with Azure Linux Agent, cloud init, and Gen2 Hyper V
Use Cases
Track ML experiments and metrics, register and stage models, compare runs, and store training artifacts in one self-hosted platform.
All product and company names are trademarks or registered trademarks of their respective holders. Use of them does not imply any affiliation with or endorsement by them.