getting "ClientError" when deploying my model from S3 for inference using sagemaker notebook:

[Faiz4work]

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 json
import sagemaker
import boto3
from sagemaker.huggingface import HuggingFaceModel
from botocore.config import Config

sm_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",
)
`