// 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("LK8MI2BNKBD8WVYV1WY4<unique_ID>"),
		OpcRetryToken: common.String("EXAMPLE-opcRetryToken-Value"),
		CreateModelDetails: generativeai.CreateModelDetails{DisplayName: common.String("EXAMPLE-displayName-Value"),
			FreeformTags:  map[string]string{"EXAMPLE_KEY_iiwi7": "EXAMPLE_VALUE_pf7O7vQA7CJjBpVywp7S"},
			Version:       common.String("EXAMPLE-version-Value"),
			CompartmentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value"),
			DefinedTags:   map[string]map[string]interface{}{"EXAMPLE_KEY_WpDWu": map[string]interface{}{"EXAMPLE_KEY_S3nx1": "EXAMPLE--Value"}},
			FineTuneDetails: &generativeai.FineTuneDetails{DedicatedAiClusterId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-dedicatedAiClusterId-Value"),
				TrainingConfig: generativeai.LoraTrainingConfig{TrainingBatchSize: common.Int(47),
					EarlyStoppingPatience:          common.Int(431),
					LoraR:                          common.Int(711),
					TotalTrainingEpochs:            common.Int(822),
					EarlyStoppingThreshold:         common.Float64(9049.032),
					LearningRate:                   common.Float64(4839.4175),
					LogModelMetricsIntervalInSteps: common.Int(712),
					LoraAlpha:                      common.Int(579),
					LoraDropout:                    common.Float64(1053.6146)},
				TrainingDataset: generativeai.ObjectStorageDataset{NamespaceName: common.String("EXAMPLE-namespaceName-Value"),
					ObjectName: common.String("EXAMPLE-objectName-Value"),
					BucketName: common.String("EXAMPLE-bucketName-Value")}},
			Vendor:      common.String("EXAMPLE-vendor-Value"),
			BaseModelId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-baseModelId-Value"),
			Description: common.String("EXAMPLE-description-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)
}