# 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=752,
learning_rate=5381.9497,
training_batch_size=813,
early_stopping_patience=169,
early_stopping_threshold=7098.1772,
log_model_metrics_interval_in_steps=967)),
display_name="EXAMPLE-displayName-Value",
vendor="EXAMPLE-vendor-Value",
version="EXAMPLE-version-Value",
description="EXAMPLE-description-Value",
freeform_tags={
'EXAMPLE_KEY_ZrSJc': 'EXAMPLE_VALUE_1QGFKE4gDTEDHpIYnQeL'},
defined_tags={
'EXAMPLE_KEY_l90dS': {
'EXAMPLE_KEY_SWrox': 'EXAMPLE--Value'}}),
opc_retry_token="EXAMPLE-opcRetryToken-Value",
opc_request_id="0NDWJU008YELABBRCRKY<unique_ID>")
# Get the data from response
print(create_model_response.data)