// 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{BaseModelId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-baseModelId-Value"),
		DefinedTags: map[string]map[string]interface{}{"EXAMPLE_KEY_OTYpV": map[string]interface{}{"EXAMPLE_KEY_TZC3W": "EXAMPLE--Value"}},
		Description: common.String("EXAMPLE-description-Value"),
		FineTuneDetails: &generativeai.FineTuneDetails{TrainingDataset: generativeai.ObjectStorageDataset{NamespaceName: common.String("EXAMPLE-namespaceName-Value"),
			ObjectName: common.String("EXAMPLE-objectName-Value"),
			BucketName: common.String("EXAMPLE-bucketName-Value")},
			DedicatedAiClusterId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-dedicatedAiClusterId-Value"),
			TrainingConfig: generativeai.LoraTrainingConfig{EarlyStoppingPatience: common.Int(554),
				LogModelMetricsIntervalInSteps: common.Int(664),
				LoraDropout:                    common.Float64(1851.2344),
				LoraR:                          common.Int(981),
				EarlyStoppingThreshold:         common.Float64(7830.7856),
				LearningRate:                   common.Float64(2263.2407),
				LoraAlpha:                      common.Int(684),
				TotalTrainingEpochs:            common.Int(929),
				TrainingBatchSize:              common.Int(680)}},
		Vendor:        common.String("EXAMPLE-vendor-Value"),
		Version:       common.String("EXAMPLE-version-Value"),
		CompartmentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value"),
		DisplayName:   common.String("EXAMPLE-displayName-Value"),
		FreeformTags:  map[string]string{"EXAMPLE_KEY_2WSKc": "EXAMPLE_VALUE_rVLvozXIsqRxrENjNBjI"}},
		OpcRequestId:  common.String("FXCUOQJ5W2NYNXO5DMJH<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)
}