How do I hide certain labels on inference?

Hi! I am currently using my customized labels in a token classification model and have pushed the model to hub.
I am using the labels shown as below:

label_list = [“NORM”, “COMMA”, “PERIOD”, “QUEST_MARK”, “EXCLAMATION”]
label2id = {‘COMMA’: ‘1’,
‘EXCLAMATION’: ‘4’,
‘NORM’: ‘0’,
‘PERIOD’: ‘2’,
‘QUEST_MARK’: ‘3’}
id2label = {‘0’: ‘NORM’,
‘1’: ‘COMMA’,
‘2’: ‘PERIOD’,
‘3’: ‘QUEST_MARK’,
‘4’: ‘EXCLAMATION’}

Currently on inference API, it shows:
aabbbaaaaa

How may I hide the label of “NORM”(id=0) and make the inference only show labels of id1-4 (“COMMA”, “PERIOD”, etc.)?
Thank you!