Base
Hardened build
minimal ports, security patches applied at build time
MLflow on Ubuntu 24.04 LTS
Azure
Applications
MLflow, the open platform for tracking experiments and managing models, ready to log runs the moment it boots.
Overview
MLflow is an open source platform for managing the machine learning lifecycle, covering experiment tracking, model packaging, a model registry, and deployment metadata. Data science teams use it to record runs and promote models toward production.
Why the cloudimg image
cloudimg ships MLflow preconfigured on a hardened, fully patched Ubuntu 24.04 base so the tracking server and interface are reachable straight after boot. The image is kept current with regular patching and backed by 24/7 support.
Common uses
- Experiment tracking
- Model registry
- ML lifecycle management
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