Transformers How to use agentlans/snowflake-arctic-xs-grammar-classifier with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="agentlans/snowflake-arctic-xs-grammar-classifier") # Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("agentlans/snowflake-arctic-xs-grammar-classifier")
model = AutoModelForSequenceClassification.from_pretrained("agentlans/snowflake-arctic-xs-grammar-classifier", device_map="auto") 
