Transformers How to use HavelockAI/bert-marker-subtype with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="HavelockAI/bert-marker-subtype") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("HavelockAI/bert-marker-subtype")
model = AutoModelForSequenceClassification.from_pretrained("HavelockAI/bert-marker-subtype", device_map="auto") 
