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