EvaluationConfig#

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

Bases: BaseModel

type: str: The type of the evaluation, e.g., ‘mmlu’, ‘big_code’.For custom evaluations, this is set to custom.

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())].

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.

groups: Dict[str, GroupConfig] | None = None: Evaluation tasks belonging to the evaluation.

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.

params: EvaluationParams | None = None: Global parameters for an evaluation.

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.

tasks: Dict[str, TaskConfig] | None = None: Evaluation tasks belonging to the evaluation.

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