How to use ldenoue/punctuator-tiny-multilingual with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="ldenoue/punctuator-tiny-multilingual")
# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("ldenoue/punctuator-tiny-multilingual") model = AutoModelForTokenClassification.from_pretrained("ldenoue/punctuator-tiny-multilingual", device_map="auto")
https://huggingface.co/ldenoue/punctuator-tiny-multilingual/resolve/main/tokenizer.json
hf download hf://ldenoue/punctuator-tiny-multilingual/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/ldenoue/punctuator-tiny-multilingual/resolve/main/tokenizer.json
