# Load model directly
from transformers import AutoTokenizer, AutoModelForMaskedLM
tokenizer = AutoTokenizer.from_pretrained("nbroad/muril-bigbird-base")
model = AutoModelForMaskedLM.from_pretrained("nbroad/muril-bigbird-base", device_map="auto")Quick Links
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I put MuRIL base in BigBird.
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="nbroad/muril-bigbird-base", device_map="auto")