Transformers How to use AnonymousCS/refined-bert-base-uncased-Twitter-toxicity with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="AnonymousCS/refined-bert-base-uncased-Twitter-toxicity") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("AnonymousCS/refined-bert-base-uncased-Twitter-toxicity")
model = AutoModelForSequenceClassification.from_pretrained("AnonymousCS/refined-bert-base-uncased-Twitter-toxicity", device_map="auto") 
