Transformers How to use marcosremar2/cefr-classifier-pt-optimized with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="marcosremar2/cefr-classifier-pt-optimized") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("marcosremar2/cefr-classifier-pt-optimized")
model = AutoModelForSequenceClassification.from_pretrained("marcosremar2/cefr-classifier-pt-optimized", device_map="auto") 
