Under the “Training A Model From Hugging Face Hub” header I see:

$ autonlp create_project --name hub_model_training --task single_column_regression --hub_model abhishek/my_awesome_model --max_models 25

So I wondered whether I had to specify hub_model (abhishek/my_awesome_model).
But under Entity Extraction I see the project can be created with:

$ autonlp create_project --name entity_model --language en --task entity_extraction

so I assume that’s what you mean with “provide it the appropriate language” (–language param).
Can I pass a train file with NEW NER Labels? e.g. if I have a “chemical compound” NER to identify