// 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{CreateModelDetails: generativeai.CreateModelDetails{DisplayName: common.String("EXAMPLE-displayName-Value"),
		FreeformTags:  map[string]string{"EXAMPLE_KEY_MmVSX": "EXAMPLE_VALUE_vtSYurAcw41QHnWglUW3"},
		Vendor:        common.String("EXAMPLE-vendor-Value"),
		BaseModelId:   common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-baseModelId-Value"),
		CompartmentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value"),
		Description:   common.String("EXAMPLE-description-Value"),
		FineTuneDetails: &generativeai.FineTuneDetails{DedicatedAiClusterId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-dedicatedAiClusterId-Value"),
			TrainingConfig: generativeai.VanillaTrainingConfig{TotalTrainingEpochs: common.Int(661),
				TrainingBatchSize:              common.Int(238),
				EarlyStoppingPatience:          common.Int(600),
				EarlyStoppingThreshold:         common.Float64(75.68658),
				LearningRate:                   common.Float64(694.64087),
				LogModelMetricsIntervalInSteps: common.Int(943),
				NumOfLastLayers:                common.Int(960)},
			TrainingDataset: generativeai.ObjectStorageDataset{BucketName: common.String("EXAMPLE-bucketName-Value"),
				NamespaceName: common.String("EXAMPLE-namespaceName-Value"),
				ObjectName:    common.String("EXAMPLE-objectName-Value")}},
		Version:     common.String("EXAMPLE-version-Value"),
		DefinedTags: map[string]map[string]interface{}{"EXAMPLE_KEY_Ks5x5": map[string]interface{}{"EXAMPLE_KEY_01NmO": "EXAMPLE--Value"}}},
		OpcRequestId:  common.String("PFJRY76NDFOPRMDD9DQ4<unique_ID>"),
		OpcRetryToken: common.String("EXAMPLE-opcRetryToken-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)
}