Transformers How to use CIRCL/vulnerability-attack-technique-classification-roberta-base-llm-expanded with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="CIRCL/vulnerability-attack-technique-classification-roberta-base-llm-expanded") # Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("CIRCL/vulnerability-attack-technique-classification-roberta-base-llm-expanded")
model = AutoModelForSequenceClassification.from_pretrained("CIRCL/vulnerability-attack-technique-classification-roberta-base-llm-expanded", device_map="auto") 
