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# Load model directly
from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq

processor = AutoProcessor.from_pretrained("openai/whisper-large-v3")
model = AutoModelForSpeechSeq2Seq.from_pretrained("openai/whisper-large-v3")