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