Transformers How to use jparmet/topic-model-new-labels with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import BertClassifier
model = BertClassifier.from_pretrained("jparmet/topic-model-new-labels", device_map="auto") 
