Transformers How to use tiagoblima/punctuation-tedtalk2012-bert-base with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("token-classification", model="tiagoblima/punctuation-tedtalk2012-bert-base") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("tiagoblima/punctuation-tedtalk2012-bert-base")
model = AutoModelForTokenClassification.from_pretrained("tiagoblima/punctuation-tedtalk2012-bert-base", device_map="auto") 
