Transformers How to use amanda-901014/roberta-hard with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="amanda-901014/roberta-hard") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("amanda-901014/roberta-hard")
model = AutoModelForSequenceClassification.from_pretrained("amanda-901014/roberta-hard", device_map="auto") 
