// This is an automatically generated code sample.
// To make this code sample work in your Oracle Cloud tenancy,
// please replace the values for any parameters whose current values do not fit
// your use case (such as resource IDs, strings containing ‘EXAMPLE’ or ‘unique_id’, and
// boolean, number, and enum parameters with values not fitting your use case).

package main

import (
	"context"
	"fmt"

	"github.com/oracle/oci-go-sdk/v65/common"
	"github.com/oracle/oci-go-sdk/v65/example/helpers"
	"github.com/oracle/oci-go-sdk/v65/generativeai"
)

func ExampleCreateModel() {
	// Create a default authentication provider that uses the DEFAULT
	// profile in the configuration file.
	// Refer to <see href="https://docs.cloud.oracle.com/en-us/iaas/Content/API/Concepts/sdkconfig.htm#SDK_and_CLI_Configuration_File>the public documentation</see> on how to prepare a configuration file.
	client, err := generativeai.NewGenerativeAiClientWithConfigurationProvider(common.DefaultConfigProvider())
	helpers.FatalIfError(err)

	// Create a request and dependent object(s).

	req := generativeai.CreateModelRequest{OpcRequestId: common.String("ZWQFOBAFRFDCJKMB1T6O<unique_ID>"),
		OpcRetryToken: common.String("EXAMPLE-opcRetryToken-Value"),
		CreateModelDetails: generativeai.CreateModelDetails{CompartmentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value"),
			DefinedTags:  map[string]map[string]interface{}{"EXAMPLE_KEY_vFHC0": map[string]interface{}{"EXAMPLE_KEY_sAb3K": "EXAMPLE--Value"}},
			DisplayName:  common.String("EXAMPLE-displayName-Value"),
			FreeformTags: map[string]string{"EXAMPLE_KEY_krsdE": "EXAMPLE_VALUE_LXLs2SWES1tO0KjYT8WE"},
			Vendor:       common.String("EXAMPLE-vendor-Value"),
			Version:      common.String("EXAMPLE-version-Value"),
			BaseModelId:  common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-baseModelId-Value"),
			Description:  common.String("EXAMPLE-description-Value"),
			FineTuneDetails: &generativeai.FineTuneDetails{DedicatedAiClusterId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-dedicatedAiClusterId-Value"),
				TrainingConfig: generativeai.VanillaTrainingConfig{EarlyStoppingThreshold: common.Float64(395.1651),
					LearningRate:                   common.Float64(181.04315),
					LogModelMetricsIntervalInSteps: common.Int(842),
					NumOfLastLayers:                common.Int(72),
					TotalTrainingEpochs:            common.Int(455),
					TrainingBatchSize:              common.Int(266),
					EarlyStoppingPatience:          common.Int(774)},
				TrainingDataset: generativeai.ObjectStorageDataset{BucketName: common.String("EXAMPLE-bucketName-Value"),
					NamespaceName: common.String("EXAMPLE-namespaceName-Value"),
					ObjectName:    common.String("EXAMPLE-objectName-Value")}}}}

	// Send the request using the service client
	resp, err := client.CreateModel(context.Background(), req)
	helpers.FatalIfError(err)

	// Retrieve value from the response.
	fmt.Println(resp)
}