nemo_microservices.types.model_ev

Module Contents

Classes

ModelEv

API

class nemo_microservices.types.model_ev.ModelEv(/, **data: typing.Any)

Bases: nemo_microservices._models.BaseModel

api_endpoint: Optional[nemo_microservices.types.shared.api_endpoint_data.APIEndpointData]

None

Data about an API endpoint.

artifact: Optional[nemo_microservices.types.shared.model_artifact.ModelArtifact]

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:

• nds://models/rdinu/my-lora-customization

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

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

• nds://models/rdinu/my-lora-customization@v1

• nds://models/rdinu/my-lora-customization@8df79a8

base_model: Union[str, Dict[str, object], None]

None

Link to another model which is used as a base for the current model.

created_at: Optional[datetime.datetime]

None

Timestamp for when the entity was created.

custom_fields: Optional[Dict[str, object]]

None

A set of custom fields that the user can define and use for various purposes.

description: Optional[str]

None

The description of the entity.

guardrails: Optional[nemo_microservices.types.shared.guardrail_config.GuardrailConfig]

None

A guardrail configuration

id: Optional[str]

None

The ID of the entity.

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

model_providers: Optional[List[str]]

None

List of ModelProvider namespace/name resource names that provide inference for this Model Entity

name: Optional[str]

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: Optional[str]

None

The namespace of the entity.

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

ownership: Optional[nemo_microservices.types.shared.ownership.Ownership]

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: Optional[nemo_microservices.types.shared.parameter_efficient_finetuning_data.ParameterEfficientFinetuningData]

None

Data about a parameter-efficient finetuning.

project: Optional[str]

None

The URN of the project associated with this entity.

prompt: Optional[nemo_microservices.types.shared.prompt_data.PromptData]

None

Prompt engineering data.

schema_version: Optional[str]

None

The version of the schema for the object. Internal use only.

spec: Optional[nemo_microservices.types.shared.model_spec.ModelSpec]

None

Detailed specification about a model.

type_prefix: Optional[str]

None

updated_at: Optional[datetime.datetime]

None

Timestamp for when the entity was last updated.

version_id: Optional[str]

None

A unique, immutable id for the version. This is similar to the commit hash.

version_tags: Optional[List[nemo_microservices.types.shared.version_tag.VersionTag]]

None

The list of version tags associated with this entity.