# 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 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.config.from_file()


# Initialize service client with default config file
generative_ai_client = oci.generative_ai.GenerativeAiClient(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(
    create_model_details=oci.generative_ai.models.CreateModelDetails(
        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.generative_ai.models.FineTuneDetails(
            training_dataset=oci.generative_ai.models.ObjectStorageDataset(
                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.generative_ai.models.TFewTrainingConfig(
                training_config_type="TFEW_TRAINING_CONFIG",
                total_training_epochs=127,
                learning_rate=9595.447,
                training_batch_size=447,
                early_stopping_patience=692,
                early_stopping_threshold=4123.0703,
                log_model_metrics_interval_in_steps=23)),
        display_name="EXAMPLE-displayName-Value",
        vendor="EXAMPLE-vendor-Value",
        version="EXAMPLE-version-Value",
        description="EXAMPLE-description-Value",
        freeform_tags={
            'EXAMPLE_KEY_tQNnV': 'EXAMPLE_VALUE_SMDlzQYbLZs4QOEu1Omg'},
        defined_tags={
            'EXAMPLE_KEY_7yjtE': {
                'EXAMPLE_KEY_XqJ3Y': 'EXAMPLE--Value'}}),
    opc_retry_token="EXAMPLE-opcRetryToken-Value",
    opc_request_id="T9YHKDWMI6RNNKZ13KQA<unique_ID>")

# Get the data from response
print(create_model_response.data)