I am getting an error while deploying the model from S3 bucket using sagemaker notebook. My model that is upload on S3 is "https://huggingface.co/openchat/openchat-3.5-0106". The error:
ClientError: An error occurred (InternalFailure) when calling the CreateModel operation (reached max retries: 4):
import jsonimport sagemakerimport boto3from sagemaker.huggingface import HuggingFaceModelfrom botocore.config import Configsm_boto = boto3.client('sagemaker', config=Config(connect_timeout=5, read_timeout=60, retries={'max_attempts': 20}))sagemaker_session = sagemaker.Session(sagemaker_client=sm_boto)role = sagemaker.get_execution_role(sagemaker_session=sagemaker_session)>! model path is working fine and i have checked it.model_path = "s3://arn:aws:s3:us-east-1:******:****/******"huggingface_model = HuggingFaceModel( model_data = model_path, role=role, transformers_version="4.6", # transformers version used pytorch_version="1.7", # pytorch version used py_version='py36',)predictor = huggingface_model.deploy( initial_instance_count=1, instance_type="ml.m5.2xlarge",)I tried to extend the timeout and retries but it's still 4 retries. i want to identify the error in my code or in my environment.