Transformers How to use matheusntg/character-bert-pt-normal with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("matheusntg/character-bert-pt-normal", device_map="auto") 
