We present CodeReef - an open platform to share all the compo-
nents necessary to enable cross-platform MLOps, i.e. automating
the deployment of ML models across diverse systems in the most
efficient way. We also introduce the CodeReef solution - a way to
package and share models as portable, reproducible and customiz-
able archive files. Such ML packs include JSON meta descriptions,
Python APIs, CLI actions and portable workflows necessary to au-
tomatically build, benchmark, test and customize models across