I am expermenting with a sagemaker serverless endpoint (sample code below to create an endpoint from aws documentation). but I keep getting error when the endpoint is invoked , has anyone run into this issue - 'Error - / .sagemaker/ts/models/model.mar already exists. Please specify --force/-f option to overwrite the model archive output file' .
response = client.create_endpoint_config(
EndpointConfigName="<your-endpoint-configuration>",
ProductionVariants=[
{
"ModelName": "<your-model-name>",
"VariantName": "AllTraffic",
"ServerlessConfig": {
"MemorySizeInMB": 2048,
"MaxConcurrency": 20
}
}
]
)