// 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).

import * as generativeai from "oci-generativeai";
import common = require("oci-common");

// 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.

const provider: common.ConfigFileAuthenticationDetailsProvider = new common.ConfigFileAuthenticationDetailsProvider();

(async () => {
    try {
     // Create a service client
     const client = new generativeai.GenerativeAiClient({ authenticationDetailsProvider: provider });

     // Create a request and dependent object(s).
	const  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: {
			trainingDataset: {
				datasetType: "OBJECT_STORAGE",				namespaceName: "EXAMPLE-namespaceName-Value",
				bucketName: "EXAMPLE-bucketName-Value",
				objectName: "EXAMPLE-objectName-Value"

				}
,
			dedicatedAiClusterId: "ocid1.test.oc1..<unique_ID>EXAMPLE-dedicatedAiClusterId-Value",
			trainingConfig: {
				trainingConfigType: "TFEW_TRAINING_CONFIG",				totalTrainingEpochs: 37,
				learningRate: 7750.372,
				trainingBatchSize: 186,
				earlyStoppingPatience: 303,
				earlyStoppingThreshold: 6955.495,
				logModelMetricsIntervalInSteps: 890

				}
,

			}
,
		freeformTags: {
			EXAMPLE_KEY_FcWlM :"EXAMPLE_VALUE_kLGgdIQgYUDgCvj1IiTp"
			},
		definedTags: {
			EXAMPLE_KEY_gm7SP :{
				EXAMPLE_KEY_lUbrT :"EXAMPLE--Value"
				}
			},

		}

	const createModelRequest: generativeai.requests.CreateModelRequest = { 
	createModelDetails: createModelDetails,
	opcRetryToken: "EXAMPLE-opcRetryToken-Value",
	opcRequestId: "QAKJCA9C2J4DKJ5NKTVG<unique_ID>",

		}; 


     // Send request to the Client.
     const createModelResponse = await client.createModel(createModelRequest);
     }
     catch (error) {
         console.log("createModel Failed with error  " + error);
     }
})();