New Release! Git-backed Machine Learning Model Registry for all your model management needs.
You can register new versions of registered models by specifying the Git commit which corresponds to the new version.
To register a new version of a model, Iterative Studio uses GTO to create an annotated Git tag with the specified version number. Refer the GTO docs to see the exact format of the Git tag.
You can register versions using the GTO command line interface (CLI). To register versions using Iterative Studio, watch this tutorial video or read on below:
On the models dashboard, open the 3-dot menu for the model whose version you
want to register. Then, click on Register new version
. The registration
action can also be initiated from the model details page or from the related
project’s experiment table - look for the Register version
button or icon.
Select the Git commit which corresponds to the new version of your model. If the desired commit does not appear in the commit picker, type in the 40-character sha-1 hash of the commit.
Enter a version name. Version names must start with the letter v
and should
follow the SemVer format after the letter v
. Below are some examples of
valid and invalid version names:
v
in the beginning), v1.0 (missing the patch
segment of the Semver, v1.0.new (using an invalid value new
as the
patch number).Optionally, provide a Git tag message.
Click on Register version
.
Once the action is successful, the newly registered version will show up in
the Latest version
column of the models dashboard. Note that this will
happen only if the newly registered version is the greatest semantic version
for your model. For example, if your model already had v3.0.0 registered,
then if you register a smaller version (e.g., v2.0.0), then the new version
will not appear in the Latest version
column.
If you open the model details page, the newly registered version will be
available in the model History
section as well as in the versions drop
down.
If you go to your Git repository, you will see that a new Git tag referencing the selected commit has been created, representing the new version.