ModelEv#

class nemo_microservices.types.ModelEv(*args: Any, **kwargs: Any)

Bases: BaseModel

id: str | None = None

The ID of the entity.

With the exception of namespaces, this is always a semantically-prefixed base58-encoded uuid4 [<prefix>-base58(uuid4())].

artifact: ModelArtifact | None = None

Data about a model artifact (a set of checkpoint files, configs, and other auxiliary info).

The files_url field can point to a DataStore location.

Example:

The rdinu/my-lora-customization part above is the actual repository.

If a specific revision needs to be referred, the HuggingFace syntax is used.

base_model: str | object | None = None: Link to another model which is used as a base for the current model.

created_at: datetime | None = None: Timestamp for when the entity was created.

custom_fields: Dict[str, str] | None = None: A set of custom fields that the user can define and use for various purposes.

name: str | None = None

The name of the entity.

Must be unique inside the namespace. If not specified, it will be the same as the automatically generated id.

namespace: str | None = None

The namespace of the entity.

This can be missing for namespace entities or in deployments that don’t use namespaces.

ownership: Ownership | None = None

Information about ownership of an entity.

If the entity is a namespace, the access_policies will typically apply to all entities inside the namespace.

peft: ParameterEfficientFinetuningData | None = None: Data about a parameter-efficient finetuning.

project: str | None = None: The URN of the project associated with this entity.

schema_version: str | None = None: The version of the schema for the object. Internal use only.

updated_at: datetime | None = None: Timestamp for when the entity was last updated.

version_id: str | None = None: A unique, immutable id for the version. This is similar to the commit hash.

version_tags: List[VersionTag] | None = None: The list of version tags associated with this entity.