// 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).

using System;
using System.Collections.Generic;
using System.Threading.Tasks;
using Oci.GenerativeaiService;
using Oci.Common;
using Oci.Common.Auth;

namespace Oci.Sdk.DotNet.Example.Generativeai
{
    public class CreateModelExample
    {
        public static async Task Main()
        {
            // Create a request and dependent object(s).
			var createModelDetails = new Oci.GenerativeaiService.Models.CreateModelDetails
			{
				DisplayName = "EXAMPLE-displayName-Value",
				CompartmentId = "ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
				Vendor = "EXAMPLE-vendor-Value",
				Version = "EXAMPLE-version-Value",
				Description = "EXAMPLE-description-Value",
				BaseModelId = "ocid1.test.oc1..<unique_ID>EXAMPLE-baseModelId-Value",
				FineTuneDetails = new Oci.GenerativeaiService.Models.FineTuneDetails
				{
					TrainingDataset = new Oci.GenerativeaiService.Models.ObjectStorageDataset
					{
						NamespaceName = "EXAMPLE-namespaceName-Value",
						BucketName = "EXAMPLE-bucketName-Value",
						ObjectName = "EXAMPLE-objectName-Value"
					},
					DedicatedAiClusterId = "ocid1.test.oc1..<unique_ID>EXAMPLE-dedicatedAiClusterId-Value",
					TrainingConfig = new Oci.GenerativeaiService.Models.VanillaTrainingConfig
					{
						NumOfLastLayers = 72,
						TotalTrainingEpochs = 455,
						LearningRate = 181.04315,
						TrainingBatchSize = 266,
						EarlyStoppingPatience = 774,
						EarlyStoppingThreshold = 395.1651,
						LogModelMetricsIntervalInSteps = 842
					}
				},
				FreeformTags = new Dictionary<string, string>()
				{
					{
						"EXAMPLE_KEY_krsdE", 
						"EXAMPLE_VALUE_LXLs2SWES1tO0KjYT8WE"
					}
				},
				DefinedTags = new Dictionary<string, Dictionary<string, Object>>()
				{
					{
						"EXAMPLE_KEY_vFHC0", 
						new Dictionary<string, Object>()
						{
							{
								"EXAMPLE_KEY_sAb3K", 
								"EXAMPLE--Value"
							}
						}
					}
				}
			};
			var createModelRequest = new Oci.GenerativeaiService.Requests.CreateModelRequest
			{
				CreateModelDetails = createModelDetails,
				OpcRetryToken = "EXAMPLE-opcRetryToken-Value",
				OpcRequestId = "ZWQFOBAFRFDCJKMB1T6O<unique_ID>"
			};

            // 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. 
            var provider = new ConfigFileAuthenticationDetailsProvider("DEFAULT");
            try
            {
                // Create a service client and send the request.
				using (var client = new GenerativeAiClient(provider, new ClientConfiguration()))
				{
					var response = await client.CreateModel(createModelRequest);
					// Retrieve value from the response.
					var id = response.Model.Id;
				}
            }
            catch (Exception e)
            {
                Console.WriteLine($"CreateModel Failed with {e.Message}");
                throw e;
            }
        }

    }
}