nemo_microservices.types.v2.evaluation.model_v2

Module Contents

Classes

ModelV2

API

class nemo_microservices.types.v2.evaluation.model_v2.ModelV2(/, **data: Any)

Bases: nemo_microservices._models.BaseModel

api_endpoint: nemo_microservices.types.shared.api_endpoint_data.APIEndpointData | None

None

Data about an API endpoint.

artifact: nemo_microservices.types.shared.model_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:

• 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: str | Dict[str, object] | None

None

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

guardrails: nemo_microservices.types.shared.guardrail_config.GuardrailConfig | None

None

A guardrail configuration

peft: nemo_microservices.types.shared.parameter_efficient_finetuning_data.ParameterEfficientFinetuningData | None

None

Data about a parameter-efficient finetuning.

prompt: nemo_microservices.types.shared.prompt_data.PromptData | None

None

Prompt engineering data.

spec: nemo_microservices.types.shared.model_spec.ModelSpec | None

None

Detailed specification about a model.