Transformers How to use cointegrated/rubert-base-lesha17-punctuation with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="cointegrated/rubert-base-lesha17-punctuation") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("cointegrated/rubert-base-lesha17-punctuation")
model = AutoModelForTokenClassification.from_pretrained("cointegrated/rubert-base-lesha17-punctuation", device_map="auto") 
