Transformers How to use nbroad/xlm-roberta-base-2048 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="nbroad/xlm-roberta-base-2048") # Load model directly
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("nbroad/xlm-roberta-base-2048")
model = AutoModel.from_pretrained("nbroad/xlm-roberta-base-2048") 
