Full name: projects.locations.datasets.assess
Assesses the state or validity of the dataset with respect to a given use case.
Endpoint
posthttps:
Where {service-endpoint}
is one of the supported service endpoints
.
Path parameters
name
string
Required. The name of the Dataset resource. Used only for MULTIMODAL datasets. Format: projects/{project}/locations/{location}/datasets/{dataset}
Request body
The request body contains data with the following structure:
geminiRequestReadConfig
object ( GeminiRequestReadConfig
)
Optional. The Gemini request read config for the dataset.
assessment_config
Union type
assessment_config
can be only one of the following:tuningValidationAssessmentConfig
object ( TuningValidationAssessmentConfig
)
Optional. Configuration for the tuning validation assessment.
tuningResourceUsageAssessmentConfig
object ( TuningResourceUsageAssessmentConfig
)
Optional. Configuration for the tuning resource usage assessment.
batchPredictionValidationAssessmentConfig
object ( BatchPredictionValidationAssessmentConfig
)
Optional. Configuration for the batch prediction validation assessment.
batchPredictionResourceUsageAssessmentConfig
object ( BatchPredictionResourceUsageAssessmentConfig
)
Optional. Configuration for the batch prediction resource usage assessment.
Response body
If successful, the response body contains an instance of Operation
.
TuningValidationAssessmentConfig
Configuration for the tuning validation assessment.
modelName
string
Required. The name of the model used for tuning.
datasetUsage
enum ( DatasetUsage
)
Required. The dataset usage (e.g. training/validation).
| JSON representation |
|---|
{
"modelName"
:
string
,
"datasetUsage"
:
enum (
|
DatasetUsage
The dataset usage (e.g. training/validation).
| Enums | |
|---|---|
DATASET_USAGE_UNSPECIFIED
|
Default value. Should not be used. |
SFT_TRAINING
|
Supervised fine-tuning training dataset. |
SFT_VALIDATION
|
Supervised fine-tuning validation dataset. |
TuningResourceUsageAssessmentConfig
Configuration for the tuning resource usage assessment.
modelName
string
Required. The name of the model used for tuning.
| JSON representation |
|---|
{ "modelName" : string } |
BatchPredictionValidationAssessmentConfig
Configuration for the batch prediction validation assessment.
modelName
string
Required. The name of the model used for batch prediction.
| JSON representation |
|---|
{ "modelName" : string } |
BatchPredictionResourceUsageAssessmentConfig
Configuration for the batch prediction resource usage assessment.
modelName
string
Required. The name of the model used for batch prediction.
| JSON representation |
|---|
{ "modelName" : string } |
