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Diffstat (limited to 'doc/user/project/ml/experiment_tracking/mlflow_client.md')
| -rw-r--r-- | doc/user/project/ml/experiment_tracking/mlflow_client.md | 16 |
1 files changed, 15 insertions, 1 deletions
diff --git a/doc/user/project/ml/experiment_tracking/mlflow_client.md b/doc/user/project/ml/experiment_tracking/mlflow_client.md index 35972f0ad7f..1522fd8e4fc 100644 --- a/doc/user/project/ml/experiment_tracking/mlflow_client.md +++ b/doc/user/project/ml/experiment_tracking/mlflow_client.md @@ -39,6 +39,9 @@ To use MLflow client compatibility from a local environment: 1. If the training code contains the call to `mlflow.set_tracking_uri()`, remove it. +In the model registry, you can copy the tracking URI from the overflow menu in the top right +by selecting the vertical ellipsis (**{ellipsis_v}**). + ## Model experiments When running the training code, MLflow client can be used to create experiments, runs, @@ -141,11 +144,22 @@ description = 'Model version description' model_version = client.create_model_version(model_name, source="", description=description) ``` +If the version parameter is not passed, it will be auto-incremented from the latest uploaded +version. You can set the version by passing a tag during model version creation. The version +must follow [SemVer](https://semver.org/) format. + +```python +client = MlflowClient() +model_name = '<your_model_name>' +version = '<your_version>' +tags = { "gitlab.version" = version } +client.create_model)version(model_name, version, description=description, tags=tags) +``` + **Notes** - Argument `run_id` is ignored. Every model version behaves as a Candidate/Run. Creating a mode version from a run is not yet supported. - Argument `source` is ignored. GitLab will create a package location for the model version files. -- Argument `tags` is ignored. - Argument `run_link` is ignored. - Argument `await_creation_for` is ignored. |