`nemo_microservices.types.model_search`#

Module Contents#

Classes#

ModelSearch

Data#

`APIEndpoint`
`Artifact`
`Guardrails`
`Ownership`
`Peft`
`Prompt`
`Spec`

API#

nemo_microservices.types.model_search.APIEndpoint: typing_extensions.TypeAlias#: None

nemo_microservices.types.model_search.Artifact: typing_extensions.TypeAlias#: None

nemo_microservices.types.model_search.Guardrails: typing_extensions.TypeAlias#: None

class nemo_microservices.types.model_search.ModelSearch(/, **data: typing.Any)#

Bases: nemo_microservices._models.BaseModel

api_endpoint: Optional[nemo_microservices.types.model_search.APIEndpoint]#

None

Data about an API endpoint.

artifact: Optional[nemo_microservices.types.model_search.Artifact]#

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, List[str], None]#: None

created_at: Optional[nemo_microservices.types.shared.date_range.DateRange]#: None

custom_fields: Union[Dict[str, object], List[Dict[str, object]], None]#: None

description: Union[str, List[str], None]#: None

guardrails: Optional[nemo_microservices.types.model_search.Guardrails]#

None

A guardrail configuration

id: Union[str, List[str], None]#: None

name: Union[str, List[str], None]#: None

namespace: Union[str, List[str], None]#: None

ownership: Optional[nemo_microservices.types.model_search.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.model_search.Peft]#

None

Data about a parameter-efficient finetuning.

project: Union[str, List[str], None]#: None

prompt: Optional[nemo_microservices.types.model_search.Prompt]#

None

Prompt engineering data.

spec: Optional[nemo_microservices.types.model_search.Spec]#

None

Detailed specification about a model.

updated_at: Optional[nemo_microservices.types.shared.date_range.DateRange]#: None

nemo_microservices.types.model_search.Ownership: typing_extensions.TypeAlias#: None

nemo_microservices.types.model_search.Peft: typing_extensions.TypeAlias#: None

nemo_microservices.types.model_search.Prompt: typing_extensions.TypeAlias#: None

nemo_microservices.types.model_search.Spec: typing_extensions.TypeAlias#: None

nemo_microservices.types.model_search#

Module Contents#

Classes#

Data#

API#

`nemo_microservices.types.model_search`#