Transformers How to use fgua/bert-base-uncased-wikitext2 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("fill-mask", model="fgua/bert-base-uncased-wikitext2") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForMaskedLM
tokenizer = AutoTokenizer.from_pretrained("fgua/bert-base-uncased-wikitext2")
model = AutoModelForMaskedLM.from_pretrained("fgua/bert-base-uncased-wikitext2", device_map="auto") 
