Solved by philschmid in post #2 
              
              
                Hey @rachelcorey, 
you are not passing in your hub configuration containing your model_id into the HuggingFaceModel meaning you are trying to create an endpoint without a model at all. 
you just need to change 
	env={ 'HF_TASK':'conversational' } => env=hub