Transformers How to use danasone/rubert-tiny-grammar with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="danasone/rubert-tiny-grammar") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("danasone/rubert-tiny-grammar")
model = AutoModelForTokenClassification.from_pretrained("danasone/rubert-tiny-grammar", device_map="auto") 
