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