Transformers How to use DeepPavlov/roberta-large-winogrande with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="DeepPavlov/roberta-large-winogrande") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("DeepPavlov/roberta-large-winogrande")
model = AutoModelForSequenceClassification.from_pretrained("DeepPavlov/roberta-large-winogrande", device_map="auto") 
