# 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).

require 'oci'

# Create a default config using DEFAULT profile in default location
# Refer to https://docs.cloud.oracle.com/en-us/iaas/Content/API/Concepts/sdkconfig.htm#SDK_and_CLI_Configuration_File for more info
config = OCI::ConfigFileLoader.load_config

# Initialize service client with default config file
generative_ai_client = OCI::GenerativeAi::GenerativeAiClient.new(config: config)

# Send the request to service, some parameters are not required, see API doc for more info
create_model_response =
  generative_ai_client.create_model(
    OCI::GenerativeAi::Models::CreateModelDetails.new(
      compartment_id: 'ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value',
      base_model_id: 'ocid1.test.oc1..<unique_ID>EXAMPLE-baseModelId-Value',
      fine_tune_details:
        OCI::GenerativeAi::Models::FineTuneDetails.new(
          training_dataset:
            OCI::GenerativeAi::Models::ObjectStorageDataset.new(
              dataset_type: 'OBJECT_STORAGE',
              namespace_name: 'EXAMPLE-namespaceName-Value',
              bucket_name: 'EXAMPLE-bucketName-Value',
              object_name: 'EXAMPLE-objectName-Value'
            ),
          dedicated_ai_cluster_id:
            'ocid1.test.oc1..<unique_ID>EXAMPLE-dedicatedAiClusterId-Value',
          training_config:
            OCI::GenerativeAi::Models::TFewTrainingConfig.new(
              training_config_type: 'TFEW_TRAINING_CONFIG',
              total_training_epochs: 661,
              learning_rate: 6664.433,
              training_batch_size: 606,
              early_stopping_patience: 164,
              early_stopping_threshold: 2983.979,
              log_model_metrics_interval_in_steps: 616
            )
        ),
      display_name: 'EXAMPLE-displayName-Value',
      vendor: 'EXAMPLE-vendor-Value',
      version: 'EXAMPLE-version-Value',
      description: 'EXAMPLE-description-Value',
      freeform_tags: {
        'EXAMPLE_KEY_iJSlh' => 'EXAMPLE_VALUE_aBMEc3MDZTxWENiKoO23'
      },
      defined_tags: {
        'EXAMPLE_KEY_edwsm' => { 'EXAMPLE_KEY_p7OIx' => 'EXAMPLE--Value' }
      }
    )
  )

# Get the data from response
puts "#{create_model_response.data}"