MLEM now offers deployment to Kubernetes and Sagemaker with a single command.
.mlem.yaml file to load configuration from, but it can be overridden
(or set) via corresponding env variable with
mlem config allows you to manipulate
additional_extensions- comma-separated list of extension modules to force-load on MLEM import. None by default
autoload_exts- turn on dynamic extension loading. Default:
debug- whether to run MLEM in debug mode; Sets
default_external- whether to save objects as external by default. Default value:
default_storage- where to store saved artifacts by default. Should be a serialized
Storageinstance. The default is
LocalStorage, which means "save artifacts locally".
emojis- whether to show 🖇️🦉🤩🇪🇲🅾️🇯ℹ️🇸🤩🦉🖇️ in CLI output. Default: ✅
log_level- logging level to use. Default:
no_analytics- whether to stop collecting usage telemetry. Default:
state- allows you to set the
urifor a remote state manager.
Different MLEM extensions can provide additional options that you also can set
.mlem.yaml file. Please refer to corresponding extension documentation.