Transformers How to use pnparam/multi_stage_2 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("automatic-speech-recognition", model="pnparam/multi_stage_2") # Load model directly
from transformers import AutoProcessor, AutoModelForCTC
processor = AutoProcessor.from_pretrained("pnparam/multi_stage_2")
model = AutoModelForCTC.from_pretrained("pnparam/multi_stage_2", device_map="auto") 
