Transformers How to use hf-internal-testing/tiny-random-LongformerForMultipleChoice with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForMultipleChoice
tokenizer = AutoTokenizer.from_pretrained("hf-internal-testing/tiny-random-LongformerForMultipleChoice")
model = AutoModelForMultipleChoice.from_pretrained("hf-internal-testing/tiny-random-LongformerForMultipleChoice", device_map="auto") 
